BibTeX records: Mauro Birattari

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@article{DBLP:journals/ral/KegeleirsGHGFB24,
  author       = {Miquel Kegeleirs and
                  David Garz{\'{o}}n{-}Ramos and
                  Ken Hasselmann and
                  Lorenzo Garattoni and
                  Gianpiero Francesca and
                  Mauro Birattari},
  title        = {Transferability in the Automatic Off-Line Design of Robot Swarms:
                  From Sim-to-Real to Embodiment and Design-Method Transfer Across Different
                  Platforms},
  journal      = {{IEEE} Robotics Autom. Lett.},
  volume       = {9},
  number       = {3},
  pages        = {2758--2765},
  year         = {2024},
  url          = {https://doi.org/10.1109/LRA.2024.3360013},
  doi          = {10.1109/LRA.2024.3360013},
  timestamp    = {Fri, 22 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ral/KegeleirsGHGFB24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/HasselmannLB23,
  author       = {Ken Hasselmann and
                  Antoine Ligot and
                  Mauro Birattari},
  title        = {Automatic modular design of robot swarms based on repertoires of behaviors
                  generated via novelty search},
  journal      = {Swarm Evol. Comput.},
  volume       = {83},
  pages        = {101395},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.swevo.2023.101395},
  doi          = {10.1016/J.SWEVO.2023.101395},
  timestamp    = {Sat, 13 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/swevo/HasselmannLB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/GharbiKGB23,
  author       = {Ilyes Gharbi and
                  Jonas Kuckling and
                  David Garz{\'{o}}n{-}Ramos and
                  Mauro Birattari},
  title        = {Show me What you want: Inverse Reinforcement Learning to Automatically
                  Design Robot Swarms by Demonstration},
  booktitle    = {{IEEE} International Conference on Robotics and Automation, {ICRA}
                  2023, London, UK, May 29 - June 2, 2023},
  pages        = {5063--5070},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICRA48891.2023.10160947},
  doi          = {10.1109/ICRA48891.2023.10160947},
  timestamp    = {Tue, 08 Aug 2023 10:24:29 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/GharbiKGB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rose-ws/BozhinoskiB23,
  author       = {Darko Bozhinoski and
                  Mauro Birattari},
  title        = {Enhancing the technological maturity of robot swarms},
  booktitle    = {5th {IEEE/ACM} International Workshop on Robotics Software Engineering,
                  RoSE@ICSE 2023, Melbourne, Australia, May 15, 2023},
  pages        = {5--8},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/RoSE59155.2023.00006},
  doi          = {10.1109/ROSE59155.2023.00006},
  timestamp    = {Wed, 02 Aug 2023 15:23:47 +0200},
  biburl       = {https://dblp.org/rec/conf/rose-ws/BozhinoskiB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-06864,
  author       = {Ilyes Gharbi and
                  Jonas Kuckling and
                  David Garz{\'{o}}n{-}Ramos and
                  Mauro Birattari},
  title        = {Show me what you want: Inverse reinforcement learning to automatically
                  design robot swarms by demonstration},
  journal      = {CoRR},
  volume       = {abs/2301.06864},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.06864},
  doi          = {10.48550/ARXIV.2301.06864},
  eprinttype    = {arXiv},
  eprint       = {2301.06864},
  timestamp    = {Thu, 19 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-06864.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16126,
  author       = {Miquel Kegeleirs and
                  David Garz{\'{o}}n{-}Ramos and
                  Lorenzo Garattoni and
                  Gianpiero Francesca and
                  Mauro Birattari},
  title        = {Automatic off-line design of robot swarms: exploring the transferability
                  of control software and design methods across different platforms},
  journal      = {CoRR},
  volume       = {abs/2305.16126},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.16126},
  doi          = {10.48550/ARXIV.2305.16126},
  eprinttype    = {arXiv},
  eprint       = {2305.16126},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-16126.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sncs/KucklingPB22,
  author       = {Jonas Kuckling and
                  Vincent van Pelt and
                  Mauro Birattari},
  title        = {AutoMoDe-Cedrata: Automatic Design of Behavior Trees for Controlling
                  a Swarm of Robots with Communication Capabilities},
  journal      = {{SN} Comput. Sci.},
  volume       = {3},
  number       = {2},
  pages        = {136},
  year         = {2022},
  url          = {https://doi.org/10.1007/s42979-021-00988-9},
  doi          = {10.1007/S42979-021-00988-9},
  timestamp    = {Fri, 01 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sncs/KucklingPB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swevo/MendiburuGMLB22,
  author       = {Fernando J. Mendiburu and
                  David Garz{\'{o}}n{-}Ramos and
                  Marcos R. A. Morais and
                  Antonio M. N. Lima and
                  Mauro Birattari},
  title        = {AutoMoDe-Mate: Automatic off-line design of spatially-organizing behaviors
                  for robot swarms},
  journal      = {Swarm Evol. Comput.},
  volume       = {74},
  pages        = {101118},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.swevo.2022.101118},
  doi          = {10.1016/J.SWEVO.2022.101118},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swevo/MendiburuGMLB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/LigotCGB22,
  author       = {Antoine Ligot and
                  Andres Cotorruelo and
                  Emanuele Garone and
                  Mauro Birattari},
  title        = {Toward an Empirical Practice in Offline Fully Automatic Design of
                  Robot Swarms},
  journal      = {{IEEE} Trans. Evol. Comput.},
  volume       = {26},
  number       = {6},
  pages        = {1236--1245},
  year         = {2022},
  url          = {https://doi.org/10.1109/TEVC.2022.3144848},
  doi          = {10.1109/TEVC.2022.3144848},
  timestamp    = {Sun, 25 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tec/LigotCGB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/SionRBT22,
  author       = {Antoine Sion and
                  Andreagiovanni Reina and
                  Mauro Birattari and
                  Elio Tuci},
  editor       = {Marco Dorigo and
                  Heiko Hamann and
                  Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
                  Jos{\'{e}} Garc{\'{\i}}a{-}Nieto and
                  Andries P. Engelbrecht and
                  Carlo Pinciroli and
                  Volker Strobel and
                  Christian Leonardo Camacho{-}Villal{\'{o}}n},
  title        = {Controlling Robot Swarm Aggregation Through a Minority of Informed
                  Robots},
  booktitle    = {Swarm Intelligence - 13th International Conference, {ANTS} 2022, M{\'{a}}laga,
                  Spain, November 2-4, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13491},
  pages        = {91--103},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-20176-9\_8},
  doi          = {10.1007/978-3-031-20176-9\_8},
  timestamp    = {Sun, 13 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/SionRBT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sab/SionRBT22,
  author       = {Antoine Sion and
                  Andreagiovanni Reina and
                  Mauro Birattari and
                  Elio Tuci},
  editor       = {Lola Ca{\~{n}}amero and
                  Philippe Gaussier and
                  Myra S. Wilson and
                  Sofiane Boucenna and
                  Nicolas Cuperlier},
  title        = {Impact of the Update Time on the Aggregation of Robotic Swarms Through
                  Informed Robots},
  booktitle    = {From Animals to Animats 16 - 16th International Conference on Simulation
                  of Adaptive Behavior, {SAB} 2022, Cergy-Pontoise, France, September
                  20-23, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13499},
  pages        = {193--204},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-16770-6\_16},
  doi          = {10.1007/978-3-031-16770-6\_16},
  timestamp    = {Thu, 22 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sab/SionRBT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/LigotCGB22,
  author       = {Antoine Ligot and
                  Andres Cotorruelo and
                  Emanuele Garone and
                  Mauro Birattari},
  title        = {Minimizing the variance in the estimation of the performance of a
                  method for the fully-automatic design of robot swarms: data and sources},
  publisher    = {{IEEE} DataPort},
  year         = {2022},
  month        = may,
  howpublished = {\url{https://doi.org/10.21227/ddqb-p103}},
  note         = {Accessed on YYYY-MM-DD.},
  url          = {https://doi.org/10.21227/ddqb-p103},
  doi          = {10.21227/DDQB-P103},
  timestamp    = {Wed, 15 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/data/10/LigotCGB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03192,
  author       = {Antoine Sion and
                  Andreagiovanni Reina and
                  Mauro Birattari and
                  Elio Tuci},
  title        = {Controlling Robot Swarm Aggregation through a Minority of Informed
                  Robots},
  journal      = {CoRR},
  volume       = {abs/2205.03192},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.03192},
  doi          = {10.48550/ARXIV.2205.03192},
  eprinttype    = {arXiv},
  eprint       = {2205.03192},
  timestamp    = {Wed, 11 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-03192.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/KegeleirsGB21,
  author       = {Miquel Kegeleirs and
                  Giorgio Grisetti and
                  Mauro Birattari},
  title        = {Swarm {SLAM:} Challenges and Perspectives},
  journal      = {Frontiers Robotics {AI}},
  volume       = {8},
  pages        = {618268},
  year         = {2021},
  url          = {https://doi.org/10.3389/frobt.2021.618268},
  doi          = {10.3389/FROBT.2021.618268},
  timestamp    = {Tue, 06 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/firai/KegeleirsGB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/PagnozziB21,
  author       = {Federico Pagnozzi and
                  Mauro Birattari},
  title        = {Off-Policy Evaluation of the Performance of a Robot Swarm: Importance
                  Sampling to Assess Potential Modifications to the Finite-State Machine
                  That Controls the Robots},
  journal      = {Frontiers Robotics {AI}},
  volume       = {8},
  pages        = {625125},
  year         = {2021},
  url          = {https://doi.org/10.3389/frobt.2021.625125},
  doi          = {10.3389/FROBT.2021.625125},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/firai/PagnozziB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/KucklingPB21,
  author       = {Jonas Kuckling and
                  Vincent van Pelt and
                  Mauro Birattari},
  editor       = {Pedro A. Castillo and
                  Juan Luis Jim{\'{e}}nez Laredo},
  title        = {Automatic Modular Design of Behavior Trees for Robot Swarms with Communication
                  Capabilites},
  booktitle    = {Applications of Evolutionary Computation - 24th International Conference,
                  EvoApplications 2021, Held as Part of EvoStar 2021, Virtual Event,
                  April 7-9, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12694},
  pages        = {130--145},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-72699-7\_9},
  doi          = {10.1007/978-3-030-72699-7\_9},
  timestamp    = {Thu, 29 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/evoW/KucklingPB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/ncs/BirattariLF21,
  author       = {Mauro Birattari and
                  Antoine Ligot and
                  Gianpiero Francesca},
  editor       = {Nelishia Pillay and
                  Rong Qu},
  title        = {AutoMoDe: {A} Modular Approach to the Automatic Off-Line Design and
                  Fine-Tuning of Control Software for Robot Swarms},
  booktitle    = {Automated Design of Machine Learning and Search Algorithms},
  series       = {Natural Computing Series},
  pages        = {73--90},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-72069-8\_5},
  doi          = {10.1007/978-3-030-72069-8\_5},
  timestamp    = {Wed, 25 May 2022 14:13:48 +0200},
  biburl       = {https://dblp.org/rec/series/ncs/BirattariLF21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/SalmanGHB20,
  author       = {Muhammad Salman and
                  David Garz{\'{o}}n{-}Ramos and
                  Ken Hasselmann and
                  Mauro Birattari},
  title        = {Phormica: Photochromic Pheromone Release and Detection System for
                  Stigmergic Coordination in Robot Swarms},
  journal      = {Frontiers Robotics {AI}},
  volume       = {7},
  pages        = {591402},
  year         = {2020},
  url          = {https://doi.org/10.3389/frobt.2020.591402},
  doi          = {10.3389/FROBT.2020.591402},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/firai/SalmanGHB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/BirattariLH20,
  author       = {Mauro Birattari and
                  Antoine Ligot and
                  Ken Hasselmann},
  title        = {Disentangling automatic and semi-automatic approaches to the optimization-based
                  design of control software for robot swarms},
  journal      = {Nat. Mach. Intell.},
  volume       = {2},
  number       = {9},
  pages        = {494--499},
  year         = {2020},
  url          = {https://doi.org/10.1038/s42256-020-0215-0},
  doi          = {10.1038/S42256-020-0215-0},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/natmi/BirattariLH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/HasselmannB20,
  author       = {Ken Hasselmann and
                  Mauro Birattari},
  title        = {Modular automatic design of collective behaviors for robots endowed
                  with local communication capabilities},
  journal      = {PeerJ Comput. Sci.},
  volume       = {6},
  pages        = {e291},
  year         = {2020},
  url          = {https://doi.org/10.7717/peerj-cs.291},
  doi          = {10.7717/PEERJ-CS.291},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/peerj-cs/HasselmannB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/LigotKBB20,
  author       = {Antoine Ligot and
                  Jonas Kuckling and
                  Darko Bozhinoski and
                  Mauro Birattari},
  title        = {Automatic modular design of robot swarms using behavior trees as a
                  control architecture},
  journal      = {PeerJ Comput. Sci.},
  volume       = {6},
  pages        = {e314},
  year         = {2020},
  url          = {https://doi.org/10.7717/peerj-cs.314},
  doi          = {10.7717/PEERJ-CS.314},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/peerj-cs/LigotKBB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/KucklingSB20,
  author       = {Jonas Kuckling and
                  Thomas St{\"{u}}tzle and
                  Mauro Birattari},
  title        = {Iterative improvement in the automatic modular design of robot swarms},
  journal      = {PeerJ Comput. Sci.},
  volume       = {6},
  pages        = {e322},
  year         = {2020},
  url          = {https://doi.org/10.7717/peerj-cs.322},
  doi          = {10.7717/PEERJ-CS.322},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/peerj-cs/KucklingSB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/LigotB20,
  author       = {Antoine Ligot and
                  Mauro Birattari},
  title        = {Simulation-only experiments to mimic the effects of the reality gap
                  in the automatic design of robot swarms},
  journal      = {Swarm Intell.},
  volume       = {14},
  number       = {1},
  pages        = {1--24},
  year         = {2020},
  url          = {https://doi.org/10.1007/s11721-019-00175-w},
  doi          = {10.1007/S11721-019-00175-W},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/LigotB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/LigotHB20,
  author       = {Antoine Ligot and
                  Ken Hasselmann and
                  Mauro Birattari},
  editor       = {Marco Dorigo and
                  Thomas St{\"{u}}tzle and
                  Maria J. Blesa and
                  Christian Blum and
                  Heiko Hamann and
                  Mary Katherine Heinrich and
                  Volker Strobel},
  title        = {AutoMoDe-Arlequin: Neural Networks as Behavioral Modules for the Automatic
                  Design of Probabilistic Finite-State Machines},
  booktitle    = {Swarm Intelligence - 12th International Conference, {ANTS} 2020, Barcelona,
                  Spain, October 26-28, 2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12421},
  pages        = {271--281},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-60376-2\_21},
  doi          = {10.1007/978-3-030-60376-2\_21},
  timestamp    = {Tue, 07 Nov 2023 08:36:40 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/LigotHB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/BirattariLBBFGG19,
  author       = {Mauro Birattari and
                  Antoine Ligot and
                  Darko Bozhinoski and
                  Manuele Brambilla and
                  Gianpiero Francesca and
                  Lorenzo Garattoni and
                  David Garz{\'{o}}n{-}Ramos and
                  Ken Hasselmann and
                  Miquel Kegeleirs and
                  Jonas Kuckling and
                  Federico Pagnozzi and
                  Andrea Roli and
                  Muhammad Salman and
                  Thomas St{\"{u}}tzle},
  title        = {Automatic Off-Line Design of Robot Swarms: {A} Manifesto},
  journal      = {Frontiers Robotics {AI}},
  volume       = {6},
  pages        = {59},
  year         = {2019},
  url          = {https://doi.org/10.3389/frobt.2019.00059},
  doi          = {10.3389/FROBT.2019.00059},
  timestamp    = {Fri, 09 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/firai/BirattariLBBFGG19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/RoliLB19,
  author       = {Andrea Roli and
                  Antoine Ligot and
                  Mauro Birattari},
  title        = {Complexity Measures: Open Questions and Novel Opportunities in the
                  Automatic Design and Analysis of Robot Swarms},
  journal      = {Frontiers Robotics {AI}},
  volume       = {6},
  pages        = {130},
  year         = {2019},
  url          = {https://doi.org/10.3389/frobt.2019.00130},
  doi          = {10.3389/FROBT.2019.00130},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/firai/RoliLB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/SalmanLB19,
  author       = {Muhammad Salman and
                  Antoine Ligot and
                  Mauro Birattari},
  title        = {Concurrent design of control software and configuration of hardware
                  for robot swarms under economic constraints},
  journal      = {PeerJ Comput. Sci.},
  volume       = {5},
  pages        = {e221},
  year         = {2019},
  url          = {https://doi.org/10.7717/peerj-cs.221},
  doi          = {10.7717/PEERJ-CS.221},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/peerj-cs/SalmanLB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/DorigoBBCRT19,
  author       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Anders Lyhne Christensen and
                  Andreagiovanni Reina and
                  Vito Trianni},
  title        = {{ANTS} 2018 special issue: Editorial},
  journal      = {Swarm Intell.},
  volume       = {13},
  number       = {3-4},
  pages        = {169--172},
  year         = {2019},
  url          = {https://doi.org/10.1007/s11721-019-00177-8},
  doi          = {10.1007/S11721-019-00177-8},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/DorigoBBCRT19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/KucklingAB19,
  author       = {Jonas Kuckling and
                  Keneth Ubeda Arriaza and
                  Mauro Birattari},
  editor       = {Katrien Beuls and
                  Bart Bogaerts and
                  Gianluca Bontempi and
                  Pierre Geurts and
                  Nick Harley and
                  Bertrand Lebichot and
                  Tom Lenaerts and
                  Gilles Louppe and
                  Paul Van Eecke},
  title        = {Simulated Annealing as an Optimization Algorithm in the Automatic
                  Modular Design of Robot Swarms},
  booktitle    = {Proceedings of the 31st Benelux Conference on Artificial Intelligence
                  {(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning
                  (Benelearn 2019), Brussels, Belgium, November 6-8, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2491},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2491/abstract58.pdf},
  timestamp    = {Fri, 10 Mar 2023 16:22:44 +0100},
  biburl       = {https://dblp.org/rec/conf/bnaic/KucklingAB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/KucklingAB19a,
  author       = {Jonas Kuckling and
                  Keneth Ubeda Arriaza and
                  Mauro Birattari},
  editor       = {Bart Bogaerts and
                  Gianluca Bontempi and
                  Pierre Geurts and
                  Nick Harley and
                  Bertrand Lebichot and
                  Tom Lenaerts and
                  Gilles Louppe},
  title        = {AutoMoDe-IcePop: Automatic Modular Design of Control Software for
                  Robot Swarms Using Simulated Annealing},
  booktitle    = {Artificial Intelligence and Machine Learning - 31st Benelux {AI} Conference,
                  {BNAIC} 2019, and 28th Belgian-Dutch Machine Learning Conference,
                  {BENELEARN} 2019, Brussels, Belgium, November 6-8, 2019, Revised Selected
                  Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {1196},
  pages        = {3--17},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-65154-1\_1},
  doi          = {10.1007/978-3-030-65154-1\_1},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bnaic/KucklingAB19a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/SpaeyKGB19,
  author       = {Ga{\"{e}}tan Spaey and
                  Miquel Kegeleirs and
                  David Garz{\'{o}}n{-}Ramos and
                  Mauro Birattari},
  editor       = {Katrien Beuls and
                  Bart Bogaerts and
                  Gianluca Bontempi and
                  Pierre Geurts and
                  Nick Harley and
                  Bertrand Lebichot and
                  Tom Lenaerts and
                  Gilles Louppe and
                  Paul Van Eecke},
  title        = {Comparison of Different Exploration Schemes in the Automatic Modular
                  Design of Robot Swarms},
  booktitle    = {Proceedings of the 31st Benelux Conference on Artificial Intelligence
                  {(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning
                  (Benelearn 2019), Brussels, Belgium, November 6-8, 2019},
  series       = {{CEUR} Workshop Proceedings},
  volume       = {2491},
  publisher    = {CEUR-WS.org},
  year         = {2019},
  url          = {https://ceur-ws.org/Vol-2491/abstract55.pdf},
  timestamp    = {Fri, 10 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/bnaic/SpaeyKGB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/SpaeyKGB19a,
  author       = {Ga{\"{e}}tan Spaey and
                  Miquel Kegeleirs and
                  David Garz{\'{o}}n{-}Ramos and
                  Mauro Birattari},
  editor       = {Bart Bogaerts and
                  Gianluca Bontempi and
                  Pierre Geurts and
                  Nick Harley and
                  Bertrand Lebichot and
                  Tom Lenaerts and
                  Gilles Louppe},
  title        = {Evaluation of Alternative Exploration Schemes in the Automatic Modular
                  Design of Robot Swarms},
  booktitle    = {Artificial Intelligence and Machine Learning - 31st Benelux {AI} Conference,
                  {BNAIC} 2019, and 28th Belgian-Dutch Machine Learning Conference,
                  {BENELEARN} 2019, Brussels, Belgium, November 6-8, 2019, Revised Selected
                  Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {1196},
  pages        = {18--33},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-65154-1\_2},
  doi          = {10.1007/978-3-030-65154-1\_2},
  timestamp    = {Wed, 07 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bnaic/SpaeyKGB19a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taros/KegeleirsGB19,
  author       = {Miquel Kegeleirs and
                  David Garz{\'{o}}n{-}Ramos and
                  Mauro Birattari},
  editor       = {Kaspar Althoefer and
                  Jelizaveta Konstantinova and
                  Ketao Zhang},
  title        = {Random Walk Exploration for Swarm Mapping},
  booktitle    = {Towards Autonomous Robotic Systems - 20th Annual Conference, {TAROS}
                  2019, London, UK, July 3-5, 2019, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11650},
  pages        = {211--222},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-25332-5\_19},
  doi          = {10.1007/978-3-030-25332-5\_19},
  timestamp    = {Thu, 08 Aug 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/taros/KegeleirsGB19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scirobotics/Birattari18,
  author       = {Mauro Birattari},
  title        = {Autonomous task sequencing in a robot swarm},
  journal      = {Sci. Robotics},
  volume       = {3},
  number       = {20},
  year         = {2018},
  url          = {https://doi.org/10.1126/scirobotics.aat0430},
  doi          = {10.1126/SCIROBOTICS.AAT0430},
  timestamp    = {Wed, 10 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/scirobotics/Birattari18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/HasselmannRB18,
  author       = {Ken Hasselmann and
                  Fr{\'{e}}d{\'{e}}ric Robert and
                  Mauro Birattari},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Anders Lyhne Christensen and
                  Andreagiovanni Reina and
                  Vito Trianni},
  title        = {Automatic Design of Communication-Based Behaviors for Robot Swarms},
  booktitle    = {Swarm Intelligence - 11th International Conference, {ANTS} 2018, Rome,
                  Italy, October 29-31, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11172},
  pages        = {16--29},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00533-7\_2},
  doi          = {10.1007/978-3-030-00533-7\_2},
  timestamp    = {Fri, 27 Mar 2020 09:02:20 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/HasselmannRB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/KucklingLBB18,
  author       = {Jonas Kuckling and
                  Antoine Ligot and
                  Darko Bozhinoski and
                  Mauro Birattari},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Anders Lyhne Christensen and
                  Andreagiovanni Reina and
                  Vito Trianni},
  title        = {Behavior Trees as a Control Architecture in the Automatic Modular
                  Design of Robot Swarms},
  booktitle    = {Swarm Intelligence - 11th International Conference, {ANTS} 2018, Rome,
                  Italy, October 29-31, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11172},
  pages        = {30--43},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00533-7\_3},
  doi          = {10.1007/978-3-030-00533-7\_3},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/antsw/KucklingLBB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/LigotB18,
  author       = {Antoine Ligot and
                  Mauro Birattari},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Anders Lyhne Christensen and
                  Andreagiovanni Reina and
                  Vito Trianni},
  title        = {On Mimicking the Effects of the Reality Gap with Simulation-Only Experiments},
  booktitle    = {Swarm Intelligence - 11th International Conference, {ANTS} 2018, Rome,
                  Italy, October 29-31, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11172},
  pages        = {109--122},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00533-7\_9},
  doi          = {10.1007/978-3-030-00533-7\_9},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/antsw/LigotB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icse/BozhinoskiB18,
  author       = {Darko Bozhinoski and
                  Mauro Birattari},
  editor       = {Federico Ciccozzi and
                  Davide Di Ruscio and
                  Ivano Malavolta and
                  Patrizio Pelliccione and
                  Andreas Wortmann},
  title        = {Designing control software for robot swarms: software engineering
                  for the development of automatic design methods},
  booktitle    = {Proceedings of the 1st International Workshop on Robotics Software
                  Engineering, RoSE@ICSE 2018, Gothenburg, Sweden, May 28, 2018},
  pages        = {33--35},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3196558.3196564},
  doi          = {10.1145/3196558.3196564},
  timestamp    = {Tue, 10 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icse/BozhinoskiB18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/antsw/2018,
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Anders Lyhne Christensen and
                  Andreagiovanni Reina and
                  Vito Trianni},
  title        = {Swarm Intelligence - 11th International Conference, {ANTS} 2018, Rome,
                  Italy, October 29-31, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11172},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00533-7},
  doi          = {10.1007/978-3-030-00533-7},
  isbn         = {978-3-030-00532-0},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/2018.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/DorigoBLLOPS17,
  author       = {Marco Dorigo and
                  Mauro Birattari and
                  Xiaodong Li and
                  Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
                  Kazuhiro Ohkura and
                  Carlo Pinciroli and
                  Thomas St{\"{u}}tzle},
  title        = {{ANTS} 2016 special issue: Editorial},
  journal      = {Swarm Intell.},
  volume       = {11},
  number       = {3-4},
  pages        = {181--183},
  year         = {2017},
  url          = {https://doi.org/10.1007/s11721-017-0146-5},
  doi          = {10.1007/S11721-017-0146-5},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/DorigoBLLOPS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wivace/RoliLB17,
  author       = {Andrea Roli and
                  Antoine Ligot and
                  Mauro Birattari},
  editor       = {Marcello Pelillo and
                  Irene Poli and
                  Andrea Roli and
                  Roberto Serra and
                  Debora Slanzi and
                  Marco Villani},
  title        = {Complexity Measures in Automatic Design of Robot Swarms: An Exploratory
                  Study},
  booktitle    = {Artificial Life and Evolutionary Computation - 12th Italian Workshop,
                  {WIVACE} 2017, Venice, Italy, September 19-21, 2017, Revised Selected
                  Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {830},
  pages        = {243--256},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-78658-2\_18},
  doi          = {10.1007/978-3-319-78658-2\_18},
  timestamp    = {Thu, 10 Nov 2022 13:04:48 +0100},
  biburl       = {https://dblp.org/rec/conf/wivace/RoliLB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/DorigoB17,
  author       = {Marco Dorigo and
                  Mauro Birattari},
  editor       = {Claude Sammut and
                  Geoffrey I. Webb},
  title        = {Ant Colony Optimization},
  booktitle    = {Encyclopedia of Machine Learning and Data Mining},
  pages        = {56--59},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-1-4899-7687-1\_22},
  doi          = {10.1007/978-1-4899-7687-1\_22},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/ml/DorigoB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/DorigoBS17,
  author       = {Marco Dorigo and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle},
  editor       = {Claude Sammut and
                  Geoffrey I. Webb},
  title        = {Metaheuristic},
  booktitle    = {Encyclopedia of Machine Learning and Data Mining},
  pages        = {817--818},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-1-4899-7687-1\_537},
  doi          = {10.1007/978-1-4899-7687-1\_537},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/ml/DorigoBS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/firai/FrancescaB16,
  author       = {Gianpiero Francesca and
                  Mauro Birattari},
  title        = {Automatic Design of Robot Swarms: Achievements and Challenges},
  journal      = {Frontiers Robotics {AI}},
  volume       = {3},
  pages        = {29},
  year         = {2016},
  url          = {https://doi.org/10.3389/frobt.2016.00029},
  doi          = {10.3389/FROBT.2016.00029},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/firai/FrancescaB16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/KhalufBR16,
  author       = {Yara Khaluf and
                  Mauro Birattari and
                  Franz{-}Josef Rammig},
  title        = {Analysis of long-term swarm performance based on short-term experiments},
  journal      = {Soft Comput.},
  volume       = {20},
  number       = {1},
  pages        = {37--48},
  year         = {2016},
  url          = {https://doi.org/10.1007/s00500-015-1958-0},
  doi          = {10.1007/S00500-015-1958-0},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/soco/KhalufBR16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/BirattariDFK16,
  author       = {Mauro Birattari and
                  Brian Delhaisse and
                  Gianpiero Francesca and
                  Yvon Kerdoncuff},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Xiaodong Li and
                  Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
                  Kazuhiro Ohkura and
                  Carlo Pinciroli and
                  Thomas St{\"{u}}tzle},
  title        = {Observing the Effects of Overdesign in the Automatic Design of Control
                  Software for Robot Swarms},
  booktitle    = {Swarm Intelligence - 10th International Conference, {ANTS} 2016, Brussels,
                  Belgium, September 7-9, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9882},
  pages        = {149--160},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-44427-7\_13},
  doi          = {10.1007/978-3-319-44427-7\_13},
  timestamp    = {Fri, 24 Mar 2023 16:31:05 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/BirattariDFK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/antsw/2016,
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Xiaodong Li and
                  Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
                  Kazuhiro Ohkura and
                  Carlo Pinciroli and
                  Thomas St{\"{u}}tzle},
  title        = {Swarm Intelligence - 10th International Conference, {ANTS} 2016, Brussels,
                  Belgium, September 7-9, 2016, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9882},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-44427-7},
  doi          = {10.1007/978-3-319-44427-7},
  isbn         = {978-3-319-44426-0},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/2016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/coap/BalaprakashBSD15,
  author       = {Prasanna Balaprakash and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle and
                  Marco Dorigo},
  title        = {Estimation-based metaheuristics for the single vehicle routing problem
                  with stochastic demands and customers},
  journal      = {Comput. Optim. Appl.},
  volume       = {61},
  number       = {2},
  pages        = {463--487},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10589-014-9719-z},
  doi          = {10.1007/S10589-014-9719-Z},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/coap/BalaprakashBSD15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/BrutschyGBFPDB15,
  author       = {Arne Brutschy and
                  Lorenzo Garattoni and
                  Manuele Brambilla and
                  Gianpiero Francesca and
                  Giovanni Pini and
                  Marco Dorigo and
                  Mauro Birattari},
  title        = {The {TAM:} abstracting complex tasks in swarm robotics research},
  journal      = {Swarm Intell.},
  volume       = {9},
  number       = {1},
  pages        = {1--22},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11721-014-0102-6},
  doi          = {10.1007/S11721-014-0102-6},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/BrutschyGBFPDB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/DorigoBGHOSS15,
  author       = {Marco Dorigo and
                  Mauro Birattari and
                  Simon Garnier and
                  Heiko Hamann and
                  Marco Antonio Montes de Oca and
                  Christine Solnon and
                  Thomas St{\"{u}}tzle},
  title        = {{ANTS} 2014 special issue: Editorial},
  journal      = {Swarm Intell.},
  volume       = {9},
  number       = {2-3},
  pages        = {71--73},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11721-015-0111-0},
  doi          = {10.1007/S11721-015-0111-0},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/swarm/DorigoBGHOSS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/FrancescaBBGMPR15,
  author       = {Gianpiero Francesca and
                  Manuele Brambilla and
                  Arne Brutschy and
                  Lorenzo Garattoni and
                  Roman Miletitch and
                  Ga{\"{e}}tan Podevijn and
                  Andreagiovanni Reina and
                  Touraj Soleymani and
                  Mattia Salvaro and
                  Carlo Pinciroli and
                  Franco Mascia and
                  Vito Trianni and
                  Mauro Birattari},
  title        = {AutoMoDe-Chocolate: automatic design of control software for robot
                  swarms},
  journal      = {Swarm Intell.},
  volume       = {9},
  number       = {2-3},
  pages        = {125--152},
  year         = {2015},
  url          = {https://doi.org/10.1007/s11721-015-0107-9},
  doi          = {10.1007/S11721-015-0107-9},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/FrancescaBBGMPR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taas/BrambillaBDB15,
  author       = {Manuele Brambilla and
                  Arne Brutschy and
                  Marco Dorigo and
                  Mauro Birattari},
  title        = {Property-Driven Design for Robot Swarms: {A} Design Method Based on
                  Prescriptive Modeling and Model Checking},
  journal      = {{ACM} Trans. Auton. Adapt. Syst.},
  volume       = {9},
  number       = {4},
  pages        = {17:1--17:28},
  year         = {2015},
  url          = {https://doi.org/10.1145/2700318},
  doi          = {10.1145/2700318},
  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/taas/BrambillaBDB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ahs/ReinaSFGPDB15,
  author       = {Andreagiovanni Reina and
                  Mattia Salvaro and
                  Gianpiero Francesca and
                  Lorenzo Garattoni and
                  Carlo Pinciroli and
                  Marco Dorigo and
                  Mauro Birattari},
  title        = {Augmented reality for robots: Virtual sensing technology applied to
                  a swarm of e-pucks},
  booktitle    = {2015 {NASA/ESA} Conference on Adaptive Hardware and Systems, {AHS}
                  2015, Montreal, QC, Canada, June 15-18, 2015},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/AHS.2015.7231154},
  doi          = {10.1109/AHS.2015.7231154},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/ahs/ReinaSFGPDB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/RoliVSBPB15,
  author       = {Andrea Roli and
                  Marco Villani and
                  Roberto Serra and
                  Stefano Benedettini and
                  Carlo Pinciroli and
                  Mauro Birattari},
  editor       = {Marco Gavanelli and
                  Evelina Lamma and
                  Fabrizio Riguzzi},
  title        = {Dynamical Properties of Artificially Evolved Boolean Network Robots},
  booktitle    = {AI*IA 2015, Advances in Artificial Intelligence - XIVth International
                  Conference of the Italian Association for Artificial Intelligence,
                  Ferrara, Italy, September 23-25, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9336},
  pages        = {45--57},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-24309-2\_4},
  doi          = {10.1007/978-3-319-24309-2\_4},
  timestamp    = {Thu, 10 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aiia/RoliVSBPB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aamas/BrutschyPPBD14,
  author       = {Arne Brutschy and
                  Giovanni Pini and
                  Carlo Pinciroli and
                  Mauro Birattari and
                  Marco Dorigo},
  title        = {Self-organized task allocation to sequentially interdependent tasks
                  in swarm robotics},
  journal      = {Auton. Agents Multi Agent Syst.},
  volume       = {28},
  number       = {1},
  pages        = {101--125},
  year         = {2014},
  url          = {https://doi.org/10.1007/s10458-012-9212-y},
  doi          = {10.1007/S10458-012-9212-Y},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/aamas/BrutschyPPBD14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/alife/PiniBSDB14,
  author       = {Giovanni Pini and
                  Arne Brutschy and
                  Alexander Scheidler and
                  Marco Dorigo and
                  Mauro Birattari},
  title        = {Task Partitioning in a Robot Swarm: Object Retrieval as a Sequence
                  of Subtasks with Direct Object Transfer},
  journal      = {Artif. Life},
  volume       = {20},
  number       = {3},
  pages        = {291--317},
  year         = {2014},
  url          = {https://doi.org/10.1162/ARTL\_a\_00132},
  doi          = {10.1162/ARTL\_A\_00132},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/alife/PiniBSDB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itor/MasciaPBS14,
  author       = {Franco Mascia and
                  Paola Pellegrini and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle},
  title        = {An analysis of parameter adaptation in reactive tabu search},
  journal      = {Int. Trans. Oper. Res.},
  volume       = {21},
  number       = {1},
  pages        = {127--152},
  year         = {2014},
  url          = {https://doi.org/10.1111/itor.12043},
  doi          = {10.1111/ITOR.12043},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/itor/MasciaPBS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nc/FerranteTSPBD14,
  author       = {Eliseo Ferrante and
                  Ali Emre Turgut and
                  Alessandro Stranieri and
                  Carlo Pinciroli and
                  Mauro Birattari and
                  Marco Dorigo},
  title        = {A self-adaptive communication strategy for flocking in stationary
                  and non-stationary environments},
  journal      = {Nat. Comput.},
  volume       = {13},
  number       = {2},
  pages        = {225--245},
  year         = {2014},
  url          = {https://doi.org/10.1007/s11047-013-9390-9},
  doi          = {10.1007/S11047-013-9390-9},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nc/FerranteTSPBD14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scholarpedia/DorigoBB14,
  author       = {Marco Dorigo and
                  Mauro Birattari and
                  Manuele Brambilla},
  title        = {Swarm robotics},
  journal      = {Scholarpedia},
  volume       = {9},
  number       = {1},
  pages        = {1463},
  year         = {2014},
  url          = {https://doi.org/10.4249/scholarpedia.1463},
  doi          = {10.4249/SCHOLARPEDIA.1463},
  timestamp    = {Thu, 23 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/scholarpedia/DorigoBB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/PellegriniMSB14,
  author       = {Paola Pellegrini and
                  Franco Mascia and
                  Thomas St{\"{u}}tzle and
                  Mauro Birattari},
  title        = {On the sensitivity of reactive tabu search to its meta-parameters},
  journal      = {Soft Comput.},
  volume       = {18},
  number       = {11},
  pages        = {2177--2190},
  year         = {2014},
  url          = {https://doi.org/10.1007/s00500-013-1192-6},
  doi          = {10.1007/S00500-013-1192-6},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/soco/PellegriniMSB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/FrancescaBBTB14,
  author       = {Gianpiero Francesca and
                  Manuele Brambilla and
                  Arne Brutschy and
                  Vito Trianni and
                  Mauro Birattari},
  title        = {AutoMoDe: {A} novel approach to the automatic design of control software
                  for robot swarms},
  journal      = {Swarm Intell.},
  volume       = {8},
  number       = {2},
  pages        = {89--112},
  year         = {2014},
  url          = {https://doi.org/10.1007/s11721-014-0092-4},
  doi          = {10.1007/S11721-014-0092-4},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/FrancescaBBTB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/FrancescaBBGMPRSSPTB14,
  author       = {Gianpiero Francesca and
                  Manuele Brambilla and
                  Arne Brutschy and
                  Lorenzo Garattoni and
                  Roman Miletitch and
                  Ga{\"{e}}tan Podevijn and
                  Andreagiovanni Reina and
                  Touraj Soleymani and
                  Mattia Salvaro and
                  Carlo Pinciroli and
                  Vito Trianni and
                  Mauro Birattari},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Simon Garnier and
                  Heiko Hamann and
                  Marco Antonio Montes de Oca and
                  Christine Solnon and
                  Thomas St{\"{u}}tzle},
  title        = {An Experiment in Automatic Design of Robot Swarms - AutoMoDe-Vanilla,
                  EvoStick, and Human Experts},
  booktitle    = {Swarm Intelligence - 9th International Conference, {ANTS} 2014, Brussels,
                  Belgium, September 10-12, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8667},
  pages        = {25--37},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-09952-1\_3},
  doi          = {10.1007/978-3-319-09952-1\_3},
  timestamp    = {Tue, 21 Mar 2023 20:56:33 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/FrancescaBBGMPRSSPTB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/Castillo-CagigalBGB14,
  author       = {Manuel Castillo{-}Cagigal and
                  Arne Brutschy and
                  {\'{A}}lvaro Guti{\'{e}}rrez and
                  Mauro Birattari},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Simon Garnier and
                  Heiko Hamann and
                  Marco Antonio Montes de Oca and
                  Christine Solnon and
                  Thomas St{\"{u}}tzle},
  title        = {Temporal Task Allocation in Periodic Environments - An Approach Based
                  on Synchronization},
  booktitle    = {Swarm Intelligence - 9th International Conference, {ANTS} 2014, Brussels,
                  Belgium, September 10-12, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8667},
  pages        = {182--193},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-09952-1\_16},
  doi          = {10.1007/978-3-319-09952-1\_16},
  timestamp    = {Fri, 26 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/antsw/Castillo-CagigalBGB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sab/KhalufBH14,
  author       = {Yara Khaluf and
                  Mauro Birattari and
                  Heiko Hamann},
  editor       = {Angel P. del Pobil and
                  Eris Chinellato and
                  Ester Mart{\'{\i}}nez{-}Mart{\'{\i}}n and
                  John Hallam and
                  Enric Cervera and
                  Antonio Morales},
  title        = {A Swarm Robotics Approach to Task Allocation under Soft Deadlines
                  and Negligible Switching Costs},
  booktitle    = {From Animals to Animats 13 - 13th International Conference on Simulation
                  of Adaptive Behavior, {SAB} 2014, Castell{\'{o}}n, Spain, July
                  22-25, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8575},
  pages        = {270--279},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-08864-8\_26},
  doi          = {10.1007/978-3-319-08864-8\_26},
  timestamp    = {Mon, 16 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sab/KhalufBH14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/antsw/2014,
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Simon Garnier and
                  Heiko Hamann and
                  Marco Antonio Montes de Oca and
                  Christine Solnon and
                  Thomas St{\"{u}}tzle},
  title        = {Swarm Intelligence - 9th International Conference, {ANTS} 2014, Brussels,
                  Belgium, September 10-12, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8667},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-09952-1},
  doi          = {10.1007/978-3-319-09952-1},
  isbn         = {978-3-319-09951-4},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/2014.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adb/PiniBPDB13,
  author       = {Giovanni Pini and
                  Arne Brutschy and
                  Carlo Pinciroli and
                  Marco Dorigo and
                  Mauro Birattari},
  title        = {Autonomous task partitioning in robot foraging: an approach based
                  on cost estimation},
  journal      = {Adapt. Behav.},
  volume       = {21},
  number       = {2},
  pages        = {118--136},
  year         = {2013},
  url          = {https://doi.org/10.1177/1059712313484771},
  doi          = {10.1177/1059712313484771},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/adb/PiniBPDB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BenedettiniVRSMGPB13,
  author       = {Stefano Benedettini and
                  Marco Villani and
                  Andrea Roli and
                  Roberto Serra and
                  Mattia Manfroni and
                  Antonio Gagliardi and
                  Carlo Pinciroli and
                  Mauro Birattari},
  title        = {Dynamical regimes and learning properties of evolved Boolean networks},
  journal      = {Neurocomputing},
  volume       = {99},
  pages        = {111--123},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.neucom.2012.05.023},
  doi          = {10.1016/J.NEUCOM.2012.05.023},
  timestamp    = {Thu, 10 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/BenedettiniVRSMGPB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ram/DorigoFGMNBBBBBBCCDCDFFGGLMMOOPPRRSSSSTTTV13,
  author       = {Marco Dorigo and
                  Dario Floreano and
                  Luca Maria Gambardella and
                  Francesco Mondada and
                  Stefano Nolfi and
                  Tarek Baaboura and
                  Mauro Birattari and
                  Michael Bonani and
                  Manuele Brambilla and
                  Arne Brutschy and
                  Daniel Burnier and
                  Alexandre Campo and
                  Anders Lyhne Christensen and
                  Antal Decugniere and
                  Gianni Di Caro and
                  Frederick Ducatelle and
                  Eliseo Ferrante and
                  Alexander F{\"{o}}rster and
                  Javier Martinez Gonzales and
                  Jerome Guzzi and
                  Valentin Longchamp and
                  St{\'{e}}phane Magnenat and
                  Nithin Mathews and
                  Marco Antonio Montes de Oca and
                  Rehan O'Grady and
                  Carlo Pinciroli and
                  Giovanni Pini and
                  Philippe R{\'{e}}tornaz and
                  James F. Roberts and
                  Valerio Sperati and
                  Timothy S. Stirling and
                  Alessandro Stranieri and
                  Thomas St{\"{u}}tzle and
                  Vito Trianni and
                  Elio Tuci and
                  Ali Emre Turgut and
                  Florian Vaussard},
  title        = {Swarmanoid: {A} Novel Concept for the Study of Heterogeneous Robotic
                  Swarms},
  journal      = {{IEEE} Robotics Autom. Mag.},
  volume       = {20},
  number       = {4},
  pages        = {60--71},
  year         = {2013},
  url          = {https://doi.org/10.1109/MRA.2013.2252996},
  doi          = {10.1109/MRA.2013.2252996},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ram/DorigoFGMNBBBBBBCCDCDFFGGLMMOOPPRRSSSSTTTV13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/BrambillaFBD13,
  author       = {Manuele Brambilla and
                  Eliseo Ferrante and
                  Mauro Birattari and
                  Marco Dorigo},
  title        = {Swarm robotics: a review from the swarm engineering perspective},
  journal      = {Swarm Intell.},
  volume       = {7},
  number       = {1},
  pages        = {1--41},
  year         = {2013},
  url          = {https://doi.org/10.1007/s11721-012-0075-2},
  doi          = {10.1007/S11721-012-0075-2},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/BrambillaFBD13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/DorigoBBCEGS13,
  author       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Anders Lyhne Christensen and
                  Andries P. Engelbrecht and
                  Roderich Gro{\ss} and
                  Thomas St{\"{u}}tzle},
  title        = {{ANTS} 2012 special issue - Editorial},
  journal      = {Swarm Intell.},
  volume       = {7},
  number       = {2-3},
  pages        = {79--81},
  year         = {2013},
  url          = {https://doi.org/10.1007/s11721-013-0086-7},
  doi          = {10.1007/S11721-013-0086-7},
  timestamp    = {Mon, 16 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/DorigoBBCEGS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/PiniGBDB13,
  author       = {Giovanni Pini and
                  Matteo Gagliolo and
                  Arne Brutschy and
                  Marco Dorigo and
                  Mauro Birattari},
  title        = {Task partitioning in a robot swarm: a study on the effect of communication},
  journal      = {Swarm Intell.},
  volume       = {7},
  number       = {2-3},
  pages        = {173--199},
  year         = {2013},
  url          = {https://doi.org/10.1007/s11721-013-0078-7},
  doi          = {10.1007/S11721-013-0078-7},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/PiniGBDB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/MassinkBLDB13,
  author       = {Mieke Massink and
                  Manuele Brambilla and
                  Diego Latella and
                  Marco Dorigo and
                  Mauro Birattari},
  title        = {On the use of Bio-PEPA for modelling and analysing collective behaviours
                  in swarm robotics},
  journal      = {Swarm Intell.},
  volume       = {7},
  number       = {2-3},
  pages        = {201--228},
  year         = {2013},
  url          = {https://doi.org/10.1007/s11721-013-0079-6},
  doi          = {10.1007/S11721-013-0079-6},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/MassinkBLDB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/RoliVSGPB13,
  author       = {Andrea Roli and
                  Marco Villani and
                  Roberto Serra and
                  Lorenzo Garattoni and
                  Carlo Pinciroli and
                  Mauro Birattari},
  editor       = {Matteo Baldoni and
                  Cristina Baroglio and
                  Guido Boella and
                  Roberto Micalizio},
  title        = {Identification of Dynamical Structures in Artificial Brains: An Analysis
                  of Boolean Network Controlled Robots},
  booktitle    = {AI*IA 2013: Advances in Artificial Intelligence - XIIIth International
                  Conference of the Italian Association for Artificial Intelligence,
                  Turin, Italy, December 4-6, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8249},
  pages        = {324--335},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-319-03524-6\_28},
  doi          = {10.1007/978-3-319-03524-6\_28},
  timestamp    = {Thu, 10 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aiia/RoliVSGPB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/GarattoniRAPB13,
  author       = {Lorenzo Garattoni and
                  Andrea Roli and
                  Matteo Amaducci and
                  Carlo Pinciroli and
                  Mauro Birattari},
  editor       = {Pietro Li{\`{o}} and
                  Orazio Miglino and
                  Giuseppe Nicosia and
                  Stefano Nolfi and
                  Mario Pavone},
  title        = {Boolean network robotics as an intermediate step in the synthesis
                  of finite state machines for robot control},
  booktitle    = {Proceedings of the Twelfth European Conference on the Synthesis and
                  Simulation of Living Systems: Advances in Artificial Life, {ECAL}
                  2013, Sicily, Italy, September 2-6, 2013},
  pages        = {783--790},
  publisher    = {{MIT} Press},
  year         = {2013},
  url          = {https://doi.org/10.7551/978-0-262-31709-2-ch112},
  doi          = {10.7551/978-0-262-31709-2-CH112},
  timestamp    = {Thu, 07 Jul 2022 14:54:16 +0200},
  biburl       = {https://dblp.org/rec/conf/ecal/GarattoniRAPB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/YuanSOLB13,
  author       = {Zhi Yuan and
                  Thomas St{\"{u}}tzle and
                  Marco Antonio Montes de Oca and
                  Hoong Chuin Lau and
                  Mauro Birattari},
  editor       = {Christian Blum and
                  Enrique Alba},
  title        = {An analysis of post-selection in automatic configuration},
  booktitle    = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
                  The Netherlands, July 6-10, 2013},
  pages        = {1557--1564},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2463372.2463562},
  doi          = {10.1145/2463372.2463562},
  timestamp    = {Wed, 13 Jul 2022 16:15:15 +0200},
  biburl       = {https://dblp.org/rec/conf/gecco/YuanSOLB13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/MasciaBS13,
  author       = {Franco Mascia and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle},
  editor       = {Giuseppe Nicosia and
                  Panos M. Pardalos},
  title        = {Tuning Algorithms for Tackling Large Instances: An Experimental Protocol},
  booktitle    = {Learning and Intelligent Optimization - 7th International Conference,
                  {LION} 7, Catania, Italy, January 7-11, 2013, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {7997},
  pages        = {410--422},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-44973-4\_44},
  doi          = {10.1007/978-3-642-44973-4\_44},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/lion/MasciaBS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tpnc/KhalufBR13,
  author       = {Yara Khaluf and
                  Mauro Birattari and
                  Franz{-}Josef Rammig},
  editor       = {Adrian{-}Horia Dediu and
                  Carlos Mart{\'{\i}}n{-}Vide and
                  Bianca Truthe and
                  Miguel A. Vega{-}Rodr{\'{\i}}guez},
  title        = {Probabilistic Analysis of Long-Term Swarm Performance under Spatial
                  Interferences},
  booktitle    = {Theory and Practice of Natural Computing - Second International Conference,
                  {TPNC} 2013, C{\'{a}}ceres, Spain, December 3-5, 2013, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8273},
  pages        = {121--132},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-45008-2\_10},
  doi          = {10.1007/978-3-642-45008-2\_10},
  timestamp    = {Sun, 02 Oct 2022 16:16:31 +0200},
  biburl       = {https://dblp.org/rec/conf/tpnc/KhalufBR13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ras/BrutschyTBFPRDB12,
  author       = {Arne Brutschy and
                  Nam{-}Luc Tran and
                  Nadir Baiboun and
                  Marco Frison and
                  Giovanni Pini and
                  Andrea Roli and
                  Marco Dorigo and
                  Mauro Birattari},
  title        = {Costs and benefits of behavioral specialization},
  journal      = {Robotics Auton. Syst.},
  volume       = {60},
  number       = {11},
  pages        = {1408--1420},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.robot.2012.05.018},
  doi          = {10.1016/J.ROBOT.2012.05.018},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ras/BrutschyTBFPRDB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/PellegriniSB12,
  author       = {Paola Pellegrini and
                  Thomas St{\"{u}}tzle and
                  Mauro Birattari},
  title        = {A critical analysis of parameter adaptation in ant colony optimization},
  journal      = {Swarm Intell.},
  volume       = {6},
  number       = {1},
  pages        = {23--48},
  year         = {2012},
  url          = {https://doi.org/10.1007/s11721-011-0061-0},
  doi          = {10.1007/S11721-011-0061-0},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/PellegriniSB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/YuanOBS12,
  author       = {Zhi Yuan and
                  Marco Antonio Montes de Oca and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle},
  title        = {Continuous optimization algorithms for tuning real and integer parameters
                  of swarm intelligence algorithms},
  journal      = {Swarm Intell.},
  volume       = {6},
  number       = {1},
  pages        = {49--75},
  year         = {2012},
  url          = {https://doi.org/10.1007/s11721-011-0065-9},
  doi          = {10.1007/S11721-011-0065-9},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/YuanOBS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/PinciroliTOPBBMFCDBGD12,
  author       = {Carlo Pinciroli and
                  Vito Trianni and
                  Rehan O'Grady and
                  Giovanni Pini and
                  Arne Brutschy and
                  Manuele Brambilla and
                  Nithin Mathews and
                  Eliseo Ferrante and
                  Gianni Di Caro and
                  Frederick Ducatelle and
                  Mauro Birattari and
                  Luca Maria Gambardella and
                  Marco Dorigo},
  title        = {ARGoS: a modular, parallel, multi-engine simulator for multi-robot
                  systems},
  journal      = {Swarm Intell.},
  volume       = {6},
  number       = {4},
  pages        = {271--295},
  year         = {2012},
  url          = {https://doi.org/10.1007/s11721-012-0072-5},
  doi          = {10.1007/S11721-012-0072-5},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/PinciroliTOPBBMFCDBGD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/BrambillaPBD12,
  author       = {Manuele Brambilla and
                  Carlo Pinciroli and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Wiebe van der Hoek and
                  Lin Padgham and
                  Vincent Conitzer and
                  Michael Winikoff},
  title        = {Property-driven design for swarm robotics},
  booktitle    = {International Conference on Autonomous Agents and Multiagent Systems,
                  {AAMAS} 2012, Valencia, Spain, June 4-8, 2012 {(3} Volumes)},
  pages        = {139--146},
  publisher    = {{IFAAMAS}},
  year         = {2012},
  url          = {http://dl.acm.org/citation.cfm?id=2343596},
  timestamp    = {Thu, 19 Mar 2015 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aamas/BrambillaPBD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ants/MassinkBLDB12,
  author       = {Mieke Massink and
                  Manuele Brambilla and
                  Diego Latella and
                  Marco Dorigo and
                  Mauro Birattari},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Anders Lyhne Christensen and
                  Andries P. Engelbrecht and
                  Roderich Gro{\ss} and
                  Thomas St{\"{u}}tzle},
  title        = {Analysing Robot Swarm Decision-Making with Bio-PEPA},
  booktitle    = {Swarm Intelligence - 8th International Conference, {ANTS} 2012, Brussels,
                  Belgium, September 12-14, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7461},
  pages        = {25--36},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-32650-9\_3},
  doi          = {10.1007/978-3-642-32650-9\_3},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ants/MassinkBLDB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ants/PiniBFDB12,
  author       = {Giovanni Pini and
                  Arne Brutschy and
                  Gianpiero Francesca and
                  Marco Dorigo and
                  Mauro Birattari},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Anders Lyhne Christensen and
                  Andries P. Engelbrecht and
                  Roderich Gro{\ss} and
                  Thomas St{\"{u}}tzle},
  title        = {Multi-armed Bandit Formulation of the Task Partitioning Problem in
                  Swarm Robotics},
  booktitle    = {Swarm Intelligence - 8th International Conference, {ANTS} 2012, Brussels,
                  Belgium, September 12-14, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7461},
  pages        = {109--120},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-32650-9\_10},
  doi          = {10.1007/978-3-642-32650-9\_10},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ants/PiniBFDB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icfem/GjondrekajLPTPBBD12,
  author       = {Edmond Gjondrekaj and
                  Michele Loreti and
                  Rosario Pugliese and
                  Francesco Tiezzi and
                  Carlo Pinciroli and
                  Manuele Brambilla and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Toshiaki Aoki and
                  Kenji Taguchi},
  title        = {Towards a Formal Verification Methodology for Collective Robotic Systems},
  booktitle    = {Formal Methods and Software Engineering - 14th International Conference
                  on Formal Engineering Methods, {ICFEM} 2012, Kyoto, Japan, November
                  12-16, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7635},
  pages        = {54--70},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-34281-3\_7},
  doi          = {10.1007/978-3-642-34281-3\_7},
  timestamp    = {Thu, 20 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icfem/GjondrekajLPTPBBD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/BrutschySFDB12,
  author       = {Arne Brutschy and
                  Alexander Scheidler and
                  Eliseo Ferrante and
                  Marco Dorigo and
                  Mauro Birattari},
  title        = {"Can ants inspire robots?" Self-organized decision making
                  in robotic swarms},
  booktitle    = {2012 {IEEE/RSJ} International Conference on Intelligent Robots and
                  Systems, {IROS} 2012, Vilamoura, Algarve, Portugal, October 7-12,
                  2012},
  pages        = {4272--4273},
  publisher    = {{IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.1109/IROS.2012.6386273},
  doi          = {10.1109/IROS.2012.6386273},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iros/BrutschySFDB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sab/FrancescaBTDB12,
  author       = {Gianpiero Francesca and
                  Manuele Brambilla and
                  Vito Trianni and
                  Marco Dorigo and
                  Mauro Birattari},
  editor       = {Tom Ziemke and
                  Christian Balkenius and
                  John Hallam},
  title        = {Analysing an Evolved Robotic Behaviour Using a Biological Model of
                  Collegial Decision Making},
  booktitle    = {From Animals to Animats 12 - 12th International Conference on Simulation
                  of Adaptive Behavior, {SAB} 2012, Odense, Denmark, August 27-30, 2012.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7426},
  pages        = {381--390},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33093-3\_38},
  doi          = {10.1007/978-3-642-33093-3\_38},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/sab/FrancescaBTDB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/StutzleLPMOBD12,
  author       = {Thomas St{\"{u}}tzle and
                  Manuel L{\'{o}}pez{-}Ib{\'{a}}{\~{n}}ez and
                  Paola Pellegrini and
                  Michael Maur and
                  Marco Antonio Montes de Oca and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Youssef Hamadi and
                  {\'{E}}ric Monfroy and
                  Fr{\'{e}}d{\'{e}}ric Saubion},
  title        = {Parameter Adaptation in Ant Colony Optimization},
  booktitle    = {Autonomous Search},
  pages        = {191--215},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-21434-9\_8},
  doi          = {10.1007/978-3-642-21434-9\_8},
  timestamp    = {Tue, 23 Feb 2021 09:09:32 +0100},
  biburl       = {https://dblp.org/rec/books/daglib/p/StutzleLPMOBD12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ants/2012,
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Anders Lyhne Christensen and
                  Andries P. Engelbrecht and
                  Roderich Gro{\ss} and
                  Thomas St{\"{u}}tzle},
  title        = {Swarm Intelligence - 8th International Conference, {ANTS} 2012, Brussels,
                  Belgium, September 12-14, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7461},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-32650-9},
  doi          = {10.1007/978-3-642-32650-9},
  isbn         = {978-3-642-32649-3},
  timestamp    = {Mon, 16 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ants/2012.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/DorigoBCDEGGSS11,
  author       = {Marco Dorigo and
                  Mauro Birattari and
                  Gianni Di Caro and
                  Ren{\'{e}} Doursat and
                  Andries P. Engelbrecht and
                  Luca Maria Gambardella and
                  Roderich Gro{\ss} and
                  Erol Sahin and
                  Thomas St{\"{u}}tzle},
  title        = {{ANTS} 2010 special issue - Editorial},
  journal      = {Swarm Intell.},
  volume       = {5},
  number       = {3-4},
  pages        = {143--147},
  year         = {2011},
  url          = {https://doi.org/10.1007/s11721-011-0064-x},
  doi          = {10.1007/S11721-011-0064-X},
  timestamp    = {Mon, 16 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/DorigoBCDEGGSS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/PiniBFRDB11,
  author       = {Giovanni Pini and
                  Arne Brutschy and
                  Marco Frison and
                  Andrea Roli and
                  Marco Dorigo and
                  Mauro Birattari},
  title        = {Task partitioning in swarms of robots: an adaptive method for strategy
                  selection},
  journal      = {Swarm Intell.},
  volume       = {5},
  number       = {3-4},
  pages        = {283--304},
  year         = {2011},
  url          = {https://doi.org/10.1007/s11721-011-0060-1},
  doi          = {10.1007/S11721-011-0060-1},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/PiniBFRDB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/OcaFSPBD11,
  author       = {Marco Antonio Montes de Oca and
                  Eliseo Ferrante and
                  Alexander Scheidler and
                  Carlo Pinciroli and
                  Mauro Birattari and
                  Marco Dorigo},
  title        = {Majority-rule opinion dynamics with differential latency: a mechanism
                  for self-organized collective decision-making},
  journal      = {Swarm Intell.},
  volume       = {5},
  number       = {3-4},
  pages        = {305--327},
  year         = {2011},
  url          = {https://doi.org/10.1007/s11721-011-0062-z},
  doi          = {10.1007/S11721-011-0062-Z},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/OcaFSPBD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/StranieriFTTPBD11,
  author       = {Alessandro Stranieri and
                  Eliseo Ferrante and
                  Ali Emre Turgut and
                  Vito Trianni and
                  Carlo Pinciroli and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Tom Lenaerts and
                  Mario Giacobini and
                  Hugues Bersini and
                  Paul Bourgine and
                  Marco Dorigo and
                  Ren{\'{e}} Doursat},
  title        = {Self-organized flocking with an heterogeneous mobile robot swarm},
  booktitle    = {Advances in Artificial Life: 20th Anniversary Edition - Back to the
                  Origins of Alife, {ECAL} 2011, Paris, France, August 8-12, 2011},
  pages        = {789--796},
  publisher    = {{MIT} Press},
  year         = {2011},
  url          = {http://mitpress.mit.edu/sites/default/files/titles/alife/0262297140chap119.pdf},
  timestamp    = {Thu, 07 Jul 2022 15:49:20 +0200},
  biburl       = {https://dblp.org/rec/conf/ecal/StranieriFTTPBD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/RoliMPB11,
  author       = {Andrea Roli and
                  Mattia Manfroni and
                  Carlo Pinciroli and
                  Mauro Birattari},
  editor       = {Cecilia Di Chio and
                  Stefano Cagnoni and
                  Carlos Cotta and
                  Marc Ebner and
                  Anik{\'{o}} Ek{\'{a}}rt and
                  Anna Esparcia{-}Alc{\'{a}}zar and
                  Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
                  Ferrante Neri and
                  Mike Preuss and
                  Hendrik Richter and
                  Julian Togelius and
                  Georgios N. Yannakakis},
  title        = {On the Design of Boolean Network Robots},
  booktitle    = {Applications of Evolutionary Computation - EvoApplications 2011: EvoCOMPLEX,
                  EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Torino, Italy,
                  April 27-29, 2011, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6624},
  pages        = {43--52},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-20525-5\_5},
  doi          = {10.1007/978-3-642-20525-5\_5},
  timestamp    = {Mon, 03 Jan 2022 22:37:32 +0100},
  biburl       = {https://dblp.org/rec/conf/evoW/RoliMPB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/FrancescaPSB11,
  author       = {Gianpiero Francesca and
                  Paola Pellegrini and
                  Thomas St{\"{u}}tzle and
                  Mauro Birattari},
  editor       = {Peter Merz and
                  Jin{-}Kao Hao},
  title        = {Off-line and On-line Tuning: {A} Study on Operator Selection for a
                  Memetic Algorithm Applied to the {QAP}},
  booktitle    = {Evolutionary Computation in Combinatorial Optimization - 11th European
                  Conference, EvoCOP 2011, Torino, Italy, April 27-29, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6622},
  pages        = {203--214},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-20364-0\_18},
  doi          = {10.1007/978-3-642-20364-0\_18},
  timestamp    = {Tue, 14 May 2019 10:00:37 +0200},
  biburl       = {https://dblp.org/rec/conf/evoW/FrancescaPSB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/taros/BrutschyTBFPRDB11,
  author       = {Arne Brutschy and
                  Nam{-}Luc Tran and
                  Nadir Baiboun and
                  Marco Frison and
                  Giovanni Pini and
                  Andrea Roli and
                  Marco Dorigo and
                  Mauro Birattari},
  editor       = {Roderich Gro{\ss} and
                  Lyuba Alboul and
                  Chris Melhuish and
                  Mark Witkowski and
                  Tony J. Prescott and
                  Jacques Penders},
  title        = {Costs and Benefits of Behavioral Specialization},
  booktitle    = {Towards Autonomous Robotic Systems - 12th Annual Conference, {TAROS}
                  2011, Sheffield, UK, August 31 - September 2, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6856},
  pages        = {90--101},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-23232-9\_9},
  doi          = {10.1007/978-3-642-23232-9\_9},
  timestamp    = {Mon, 03 Jan 2022 22:19:33 +0100},
  biburl       = {https://dblp.org/rec/conf/taros/BrutschyTBFPRDB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/PellegriniB11,
  author       = {Paola Pellegrini and
                  Mauro Birattari},
  editor       = {Mario K{\"{o}}ppen and
                  Gerald Schaefer and
                  Ajith Abraham},
  title        = {Out-of-the-Box and Custom Implementation of Metaheuristics. {A} Case
                  Study: The Vehicle Routing Problem with Stochastic Demand},
  booktitle    = {Intelligent Computational Optimization in Engineering - Techniques
                  and Applications},
  series       = {Studies in Computational Intelligence},
  volume       = {366},
  pages        = {273--295},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21705-0\_10},
  doi          = {10.1007/978-3-642-21705-0\_10},
  timestamp    = {Fri, 09 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/PellegriniB11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1101-6001,
  author       = {Andrea Roli and
                  Mattia Manfroni and
                  Carlo Pinciroli and
                  Mauro Birattari},
  title        = {Boolean network robotics: a proof of concept},
  journal      = {CoRR},
  volume       = {abs/1101.6001},
  year         = {2011},
  url          = {http://arxiv.org/abs/1101.6001},
  eprinttype    = {arXiv},
  eprint       = {1101.6001},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1101-6001.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cor/BalaprakashBSD10,
  author       = {Prasanna Balaprakash and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle and
                  Marco Dorigo},
  title        = {Estimation-based metaheuristics for the probabilistic traveling salesman
                  problem},
  journal      = {Comput. Oper. Res.},
  volume       = {37},
  number       = {11},
  pages        = {1939--1951},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.cor.2009.12.005},
  doi          = {10.1016/J.COR.2009.12.005},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cor/BalaprakashBSD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/TwomeySDMB10,
  author       = {Colin Twomey and
                  Thomas St{\"{u}}tzle and
                  Marco Dorigo and
                  Max Manfrin and
                  Mauro Birattari},
  title        = {An analysis of communication policies for homogeneous multi-colony
                  {ACO} algorithms},
  journal      = {Inf. Sci.},
  volume       = {180},
  number       = {12},
  pages        = {2390--2404},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.ins.2010.02.017},
  doi          = {10.1016/J.INS.2010.02.017},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/isci/TwomeySDMB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/YuanOBS10,
  author       = {Zhi Yuan and
                  Marco Antonio Montes de Oca and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Gianni A. Di Caro and
                  Ren{\'{e}} Doursat and
                  Andries P. Engelbrecht and
                  Dario Floreano and
                  Luca Maria Gambardella and
                  Roderich Gro{\ss} and
                  Erol Sahin and
                  Hiroki Sayama and
                  Thomas St{\"{u}}tzle},
  title        = {Modern Continuous Optimization Algorithms for Tuning Real and Integer
                  Algorithm Parameters},
  booktitle    = {Swarm Intelligence - 7th International Conference, {ANTS} 2010, Brussels,
                  Belgium, September 8-10, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6234},
  pages        = {203--214},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15461-4\_18},
  doi          = {10.1007/978-3-642-15461-4\_18},
  timestamp    = {Mon, 16 Aug 2021 17:13:22 +0200},
  biburl       = {https://dblp.org/rec/conf/antsw/YuanOBS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/PellegriniSB10,
  author       = {Paola Pellegrini and
                  Thomas St{\"{u}}tzle and
                  Mauro Birattari},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Gianni A. Di Caro and
                  Ren{\'{e}} Doursat and
                  Andries P. Engelbrecht and
                  Dario Floreano and
                  Luca Maria Gambardella and
                  Roderich Gro{\ss} and
                  Erol Sahin and
                  Hiroki Sayama and
                  Thomas St{\"{u}}tzle},
  title        = {Off-line \emph{vs.} On-line Tuning: {A} Study on \emph{MAX}-\emph{MIN}{\textbackslash}mathcal\{MAX--MIN\}
                  Ant System for the {TSP}},
  booktitle    = {Swarm Intelligence - 7th International Conference, {ANTS} 2010, Brussels,
                  Belgium, September 8-10, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6234},
  pages        = {239--250},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15461-4\_21},
  doi          = {10.1007/978-3-642-15461-4\_21},
  timestamp    = {Fri, 02 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/PellegriniSB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/OcaFMBD10,
  author       = {Marco Antonio Montes de Oca and
                  Eliseo Ferrante and
                  Nithin Mathews and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Gianni A. Di Caro and
                  Ren{\'{e}} Doursat and
                  Andries P. Engelbrecht and
                  Dario Floreano and
                  Luca Maria Gambardella and
                  Roderich Gro{\ss} and
                  Erol Sahin and
                  Hiroki Sayama and
                  Thomas St{\"{u}}tzle},
  title        = {Opinion Dynamics for Decentralized Decision-Making in a Robot Swarm},
  booktitle    = {Swarm Intelligence - 7th International Conference, {ANTS} 2010, Brussels,
                  Belgium, September 8-10, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6234},
  pages        = {251--262},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15461-4\_22},
  doi          = {10.1007/978-3-642-15461-4\_22},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/OcaFMBD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/FrisonTBBPRDB10,
  author       = {Marco Frison and
                  Nam{-}Luc Tran and
                  Nadir Baiboun and
                  Arne Brutschy and
                  Giovanni Pini and
                  Andrea Roli and
                  Marco Dorigo and
                  Mauro Birattari},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Gianni A. Di Caro and
                  Ren{\'{e}} Doursat and
                  Andries P. Engelbrecht and
                  Dario Floreano and
                  Luca Maria Gambardella and
                  Roderich Gro{\ss} and
                  Erol Sahin and
                  Hiroki Sayama and
                  Thomas St{\"{u}}tzle},
  title        = {Self-organized Task Partitioning in a Swarm of Robots},
  booktitle    = {Swarm Intelligence - 7th International Conference, {ANTS} 2010, Brussels,
                  Belgium, September 8-10, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6234},
  pages        = {287--298},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15461-4\_25},
  doi          = {10.1007/978-3-642-15461-4\_25},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/FrisonTBBPRDB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/FerranteBBD10,
  author       = {Eliseo Ferrante and
                  Manuele Brambilla and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Gianni A. Di Caro and
                  Ren{\'{e}} Doursat and
                  Andries P. Engelbrecht and
                  Dario Floreano and
                  Luca Maria Gambardella and
                  Roderich Gro{\ss} and
                  Erol Sahin and
                  Hiroki Sayama and
                  Thomas St{\"{u}}tzle},
  title        = {"Look out!": Socially-Mediated Obstacle Avoidance in Collective
                  Transport},
  booktitle    = {Swarm Intelligence - 7th International Conference, {ANTS} 2010, Brussels,
                  Belgium, September 8-10, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6234},
  pages        = {572--573},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15461-4\_66},
  doi          = {10.1007/978-3-642-15461-4\_66},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/FerranteBBD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dars/FerranteBBD10,
  author       = {Eliseo Ferrante and
                  Manuele Brambilla and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Alcherio Martinoli and
                  Francesco Mondada and
                  Nikolaus Correll and
                  Gr{\'{e}}gory Mermoud and
                  Magnus Egerstedt and
                  M. Ani Hsieh and
                  Lynne E. Parker and
                  Kasper St{\o}y},
  title        = {Socially-Mediated Negotiation for Obstacle Avoidance in Collective
                  Transport},
  booktitle    = {Distributed Autonomous Robotic Systems - The 10th International Symposium,
                  {DARS} 2010, Lausanne, Switzerland, November 1-3, 2010},
  series       = {Springer Tracts in Advanced Robotics},
  volume       = {83},
  pages        = {571--583},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-32723-0\_41},
  doi          = {10.1007/978-3-642-32723-0\_41},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dars/FerranteBBD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/YuanSB10,
  author       = {Zhi Yuan and
                  Thomas St{\"{u}}tzle and
                  Mauro Birattari},
  editor       = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and
                  Francisco Herrera and
                  Colin Fyfe and
                  Jos{\'{e}} Manuel Ben{\'{\i}}tez and
                  Moonis Ali},
  title        = {MADS/F-Race: Mesh Adaptive Direct Search Meets F-Race},
  booktitle    = {Trends in Applied Intelligent Systems - 23rd International Conference
                  on Industrial Engineering and Other Applications of Applied Intelligent
                  Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6096},
  pages        = {41--50},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13022-9\_5},
  doi          = {10.1007/978-3-642-13022-9\_5},
  timestamp    = {Tue, 14 May 2019 10:00:37 +0200},
  biburl       = {https://dblp.org/rec/conf/ieaaie/YuanSB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/FerranteTMBD10,
  author       = {Eliseo Ferrante and
                  Ali Emre Turgut and
                  Nithin Mathews and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Robert Schaefer and
                  Carlos Cotta and
                  Joanna Kolodziej and
                  G{\"{u}}nter Rudolph},
  title        = {Flocking in Stationary and Non-stationary Environments: {A} Novel
                  Communication Strategy for Heading Alignment},
  booktitle    = {Parallel Problem Solving from Nature - {PPSN} XI, 11th International
                  Conference, Krak{\'{o}}w, Poland, September 11-15, 2010. Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6239},
  pages        = {331--340},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15871-1\_34},
  doi          = {10.1007/978-3-642-15871-1\_34},
  timestamp    = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ppsn/FerranteTMBD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saso/OcaSBD10,
  author       = {Marco Antonio Montes de Oca and
                  Thomas St{\"{u}}tzle and
                  Mauro Birattari and
                  Marco Dorigo},
  title        = {Incremental Social Learning Applied to a Decentralized Decision-Making
                  Mechanism: Collective Learning Made Faster},
  booktitle    = {Fourth {IEEE} International Conference on Self-Adaptive and Self-Organizing
                  Systems, {SASO} 2010, Budapest, Hungary, 27 September - 1 October
                  2010},
  pages        = {243--252},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/SASO.2010.28},
  doi          = {10.1109/SASO.2010.28},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/saso/OcaSBD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigsoft/SchaferBBDEOPRRT10,
  author       = {Wilhelm Sch{\"{a}}fer and
                  Mauro Birattari and
                  Johannes Bl{\"{o}}mer and
                  Marco Dorigo and
                  Gregor Engels and
                  Rehan O'Grady and
                  Marco Platzner and
                  Franz{-}Josef Rammig and
                  Wolfgang Reif and
                  Ansgar Tr{\"{a}}chtler},
  editor       = {Gruia{-}Catalin Roman and
                  Kevin J. Sullivan},
  title        = {Engineering self-coordinating software intensive systems},
  booktitle    = {Proceedings of the Workshop on Future of Software Engineering Research,
                  FoSER 2010, at the 18th {ACM} {SIGSOFT} International Symposium on
                  Foundations of Software Engineering, 2010, Santa Fe, NM, USA, November
                  7-11, 2010},
  pages        = {321--324},
  publisher    = {{ACM}},
  year         = {2010},
  url          = {https://doi.org/10.1145/1882362.1882428},
  doi          = {10.1145/1882362.1882428},
  timestamp    = {Tue, 01 Feb 2022 10:45:16 +0100},
  biburl       = {https://dblp.org/rec/conf/sigsoft/SchaferBBDEOPRRT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/10/BirattariYBS10,
  author       = {Mauro Birattari and
                  Zhi Yuan and
                  Prasanna Balaprakash and
                  Thomas St{\"{u}}tzle},
  editor       = {Thomas Bartz{-}Beielstein and
                  Marco Chiarandini and
                  Lu{\'{\i}}s Paquete and
                  Mike Preuss},
  title        = {F-Race and Iterated F-Race: An Overview},
  booktitle    = {Experimental Methods for the Analysis of Optimization Algorithms},
  pages        = {311--336},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-02538-9\_13},
  doi          = {10.1007/978-3-642-02538-9\_13},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/10/BirattariYBS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/antsw/2010,
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Gianni A. Di Caro and
                  Ren{\'{e}} Doursat and
                  Andries P. Engelbrecht and
                  Dario Floreano and
                  Luca Maria Gambardella and
                  Roderich Gro{\ss} and
                  Erol Sahin and
                  Hiroki Sayama and
                  Thomas St{\"{u}}tzle},
  title        = {Swarm Intelligence - 7th International Conference, {ANTS} 2010, Brussels,
                  Belgium, September 8-10, 2010. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6234},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15461-4},
  doi          = {10.1007/978-3-642-15461-4},
  isbn         = {978-3-642-15460-7},
  timestamp    = {Mon, 16 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/antsw/2010.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/DorigoB10,
  author       = {Marco Dorigo and
                  Mauro Birattari},
  editor       = {Claude Sammut and
                  Geoffrey I. Webb},
  title        = {Ant Colony Optimization},
  booktitle    = {Encyclopedia of Machine Learning},
  pages        = {36--39},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-0-387-30164-8\_22},
  doi          = {10.1007/978-0-387-30164-8\_22},
  timestamp    = {Wed, 14 Nov 2018 10:51:34 +0100},
  biburl       = {https://dblp.org/rec/reference/ml/DorigoB10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/DorigoBS10,
  author       = {Marco Dorigo and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle},
  editor       = {Claude Sammut and
                  Geoffrey I. Webb},
  title        = {Metaheuristic},
  booktitle    = {Encyclopedia of Machine Learning},
  pages        = {662},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-0-387-30164-8\_537},
  doi          = {10.1007/978-0-387-30164-8\_537},
  timestamp    = {Wed, 12 Jul 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/reference/ml/DorigoBS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/sci/2009-197,
  author       = {Mauro Birattari},
  title        = {Tuning Metaheuristics - {A} Machine Learning Perspective},
  series       = {Studies in Computational Intelligence},
  volume       = {197},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-00483-4},
  doi          = {10.1007/978-3-642-00483-4},
  isbn         = {978-3-642-00482-7},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/2009-197.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BalaprakashBSD09,
  author       = {Prasanna Balaprakash and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle and
                  Marco Dorigo},
  title        = {Adaptive sample size and importance sampling in estimation-based local
                  search for the probabilistic traveling salesman problem},
  journal      = {Eur. J. Oper. Res.},
  volume       = {199},
  number       = {1},
  pages        = {98--110},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.ejor.2008.11.027},
  doi          = {10.1016/J.EJOR.2008.11.027},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eor/BalaprakashBSD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/swarm/BalaprakashBSYD09,
  author       = {Prasanna Balaprakash and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle and
                  Zhi Yuan and
                  Marco Dorigo},
  title        = {Estimation-based ant colony optimization and local search for the
                  probabilistic traveling salesman problem},
  journal      = {Swarm Intell.},
  volume       = {3},
  number       = {3},
  pages        = {223--242},
  year         = {2009},
  url          = {https://doi.org/10.1007/s11721-009-0031-y},
  doi          = {10.1007/S11721-009-0031-Y},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/swarm/BalaprakashBSYD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/OcaSBD09,
  author       = {Marco Antonio Montes de Oca and
                  Thomas St{\"{u}}tzle and
                  Mauro Birattari and
                  Marco Dorigo},
  title        = {Frankenstein's {PSO:} {A} Composite Particle Swarm Optimization Algorithm},
  journal      = {{IEEE} Trans. Evol. Comput.},
  volume       = {13},
  number       = {5},
  pages        = {1120--1132},
  year         = {2009},
  url          = {https://doi.org/10.1109/TEVC.2009.2021465},
  doi          = {10.1109/TEVC.2009.2021465},
  timestamp    = {Tue, 12 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tec/OcaSBD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icar/BrambillaPBD09,
  author       = {Manuele Brambilla and
                  Carlo Pinciroli and
                  Mauro Birattari and
                  Marco Dorigo},
  title        = {A reliable distributed algorithm for group size estimation with minimal
                  communication requirements},
  booktitle    = {14th International Conference on Advanced Robotics, {ICAR} 2009, 22-26
                  June 2009, Munich, Germany},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2009},
  url          = {https://ieeexplore.ieee.org/document/5174691/},
  timestamp    = {Mon, 09 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icar/BrambillaPBD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icinco/PiniBBD09,
  author       = {Giovanni Pini and
                  Arne Brutschy and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Joaquim Filipe and
                  Juan Andrade{-}Cetto and
                  Jean{-}Louis Ferrier},
  title        = {Interference Reduction through Task Partitioning in a Robotic Swarm
                  - Or: "Don't you Step on My Blue Suede Shoes!"},
  booktitle    = {{ICINCO} 2009, Proceedings of the 6th International Conference on
                  Informatics in Control, Automation and Robotics, Volume Robotics and
                  Automation, Milan, Italy, July 2-5, 2009},
  pages        = {52--59},
  publisher    = {{INSTICC} Press},
  year         = {2009},
  timestamp    = {Mon, 14 Sep 2009 10:27:35 +0200},
  biburl       = {https://dblp.org/rec/conf/icinco/PiniBBD09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sls/GaglioloLB09,
  author       = {Matteo Gagliolo and
                  Catherine Legrand and
                  Mauro Birattari},
  editor       = {Thomas St{\"{u}}tzle and
                  Mauro Birattari and
                  Holger H. Hoos},
  title        = {Mixed-Effects Modeling of Optimisation Algorithm Performance},
  booktitle    = {Engineering Stochastic Local Search Algorithms. Designing, Implementing
                  and Analyzing Effective Heuristics, Second International Workshop,
                  {SLS} 2009, Brussels, Belgium, September 3-4, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5752},
  pages        = {150--154},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-03751-1\_17},
  doi          = {10.1007/978-3-642-03751-1\_17},
  timestamp    = {Tue, 14 May 2019 10:00:41 +0200},
  biburl       = {https://dblp.org/rec/conf/sls/GaglioloLB09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sls/2009,
  editor       = {Thomas St{\"{u}}tzle and
                  Mauro Birattari and
                  Holger H. Hoos},
  title        = {Engineering Stochastic Local Search Algorithms. Designing, Implementing
                  and Analyzing Effective Heuristics, Second International Workshop,
                  {SLS} 2009, Brussels, Belgium, September 3-4, 2009. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5752},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-03751-1},
  doi          = {10.1007/978-3-642-03751-1},
  isbn         = {978-3-642-03750-4},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sls/2009.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/arobots/ChristensenOBD08,
  author       = {Anders Lyhne Christensen and
                  Rehan O'Grady and
                  Mauro Birattari and
                  Marco Dorigo},
  title        = {Fault detection in autonomous robots based on fault injection and
                  learning},
  journal      = {Auton. Robots},
  volume       = {24},
  number       = {1},
  pages        = {49--67},
  year         = {2008},
  url          = {https://doi.org/10.1007/s10514-007-9060-9},
  doi          = {10.1007/S10514-007-9060-9},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/arobots/ChristensenOBD08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informs/BirattariBSD08,
  author       = {Mauro Birattari and
                  Prasanna Balaprakash and
                  Thomas St{\"{u}}tzle and
                  Marco Dorigo},
  title        = {Estimation-Based Local Search for Stochastic Combinatorial Optimization
                  Using Delta Evaluations: {A} Case Study on the Probabilistic Traveling
                  Salesman Problem},
  journal      = {{INFORMS} J. Comput.},
  volume       = {20},
  number       = {4},
  pages        = {644--658},
  year         = {2008},
  url          = {https://doi.org/10.1287/ijoc.1080.0276},
  doi          = {10.1287/IJOC.1080.0276},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/informs/BirattariBSD08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mima/PiscopoB08,
  author       = {Carlotta Piscopo and
                  Mauro Birattari},
  title        = {The Metaphysical Character of the Criticisms Raised Against the Use
                  of Probability for Dealing with Uncertainty in Artificial Intelligence},
  journal      = {Minds Mach.},
  volume       = {18},
  number       = {2},
  pages        = {273--288},
  year         = {2008},
  url          = {https://doi.org/10.1007/s11023-008-9097-3},
  doi          = {10.1007/S11023-008-9097-3},
  timestamp    = {Mon, 11 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mima/PiscopoB08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ahs/PinciroliBTDZVI08,
  author       = {Carlo Pinciroli and
                  Mauro Birattari and
                  Elio Tuci and
                  Marco Dorigo and
                  Marco del Rey Zapatero and
                  Tam{\'{a}}s Vink{\'{o}} and
                  Dario Izzo},
  editor       = {Didier Keymeulen and
                  Tughrul Arslan and
                  Martin Suess and
                  Adrian Stoica and
                  Ahmet T. Erdogan and
                  David Merodio},
  title        = {Self-Organizing and Scalable Shape Formation for a Swarm of Pico Satellites},
  booktitle    = {{NASA/ESA} Conference on Adaptive Hardware and Systems, {AHS} 2008,
                  Noordwijk, The Netherlands, June 22-25, 2008},
  pages        = {57--61},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/AHS.2008.41},
  doi          = {10.1109/AHS.2008.41},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ahs/PinciroliBTDZVI08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/DecugnierePCPTODB08,
  author       = {Antoine Decugni{\`{e}}re and
                  Benjamin Poulain and
                  Alexandre Campo and
                  Carlo Pinciroli and
                  Bruno Tartini and
                  Michel Os{\'{e}}e and
                  Marco Dorigo and
                  Mauro Birattari},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Maurice Clerc and
                  Thomas St{\"{u}}tzle and
                  Alan F. T. Winfield},
  title        = {Enhancing the Cooperative Transport of Multiple Objects},
  booktitle    = {Ant Colony Optimization and Swarm Intelligence, 6th International
                  Conference, {ANTS} 2008, Brussels, Belgium, September 22-24, 2008.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5217},
  pages        = {307--314},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87527-7\_31},
  doi          = {10.1007/978-3-540-87527-7\_31},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/antsw/DecugnierePCPTODB08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/PinciroliBTDZVI08,
  author       = {Carlo Pinciroli and
                  Mauro Birattari and
                  Elio Tuci and
                  Marco Dorigo and
                  Marco del Rey Zapatero and
                  Tam{\'{a}}s Vink{\'{o}} and
                  Dario Izzo},
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Maurice Clerc and
                  Thomas St{\"{u}}tzle and
                  Alan F. T. Winfield},
  title        = {Lattice Formation in Space for a Swarm of Pico Satellites},
  booktitle    = {Ant Colony Optimization and Swarm Intelligence, 6th International
                  Conference, {ANTS} 2008, Brussels, Belgium, September 22-24, 2008.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5217},
  pages        = {347--354},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87527-7\_36},
  doi          = {10.1007/978-3-540-87527-7\_36},
  timestamp    = {Sun, 25 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/antsw/PinciroliBTDZVI08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/LenneSSTB08,
  author       = {Renaud Lenne and
                  Christine Solnon and
                  Thomas St{\"{u}}tzle and
                  Eric Tannier and
                  Mauro Birattari},
  editor       = {Jano I. van Hemert and
                  Carlos Cotta},
  title        = {Reactive Stochastic Local Search Algorithms for the Genomic Median
                  Problem},
  booktitle    = {Evolutionary Computation in Combinatorial Optimization, 8th European
                  Conference, EvoCOP 2008, Naples, Italy, March 26-28, 2008. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4972},
  pages        = {266--276},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-78604-7\_23},
  doi          = {10.1007/978-3-540-78604-7\_23},
  timestamp    = {Tue, 14 May 2019 10:00:37 +0200},
  biburl       = {https://dblp.org/rec/conf/evoW/LenneSSTB08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/BalaprakashBS08,
  author       = {Prasanna Balaprakash and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle},
  editor       = {Carlos Cotta and
                  Jano I. van Hemert},
  title        = {Engineering Stochastic Local Search Algorithms: {A} Case Study in
                  Estimation-Based Local Search for the Probabilistic Travelling Salesman
                  Problem},
  booktitle    = {Recent Advances in Evolutionary Computation for Combinatorial Optimization},
  series       = {Studies in Computational Intelligence},
  volume       = {153},
  pages        = {53--66},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-70807-0\_4},
  doi          = {10.1007/978-3-540-70807-0\_4},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/series/sci/BalaprakashBS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/antsw/2008,
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Maurice Clerc and
                  Thomas St{\"{u}}tzle and
                  Alan F. T. Winfield},
  title        = {Ant Colony Optimization and Swarm Intelligence, 6th International
                  Conference, {ANTS} 2008, Brussels, Belgium, September 22-24, 2008.
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5217},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87527-7},
  doi          = {10.1007/978-3-540-87527-7},
  isbn         = {978-3-540-87526-0},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/antsw/2008.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/BirattariD07,
  author       = {Mauro Birattari and
                  Marco Dorigo},
  title        = {How to assess and report the performance of a stochastic algorithm
                  on a benchmark problem: \emph{mean} or \emph{best} result on a number
                  of runs?},
  journal      = {Optim. Lett.},
  volume       = {1},
  number       = {3},
  pages        = {309--311},
  year         = {2007},
  url          = {https://doi.org/10.1007/s11590-006-0011-8},
  doi          = {10.1007/S11590-006-0011-8},
  timestamp    = {Fri, 03 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ol/BirattariD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scholarpedia/DorigoB07,
  author       = {Marco Dorigo and
                  Mauro Birattari},
  title        = {Swarm intelligence},
  journal      = {Scholarpedia},
  volume       = {2},
  number       = {9},
  pages        = {1462},
  year         = {2007},
  url          = {https://doi.org/10.4249/scholarpedia.1462},
  doi          = {10.4249/SCHOLARPEDIA.1462},
  timestamp    = {Thu, 23 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/scholarpedia/DorigoB07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tec/BirattariPD07,
  author       = {Mauro Birattari and
                  Paola Pellegrini and
                  Marco Dorigo},
  title        = {On the Invariance of Ant Colony Optimization},
  journal      = {{IEEE} Trans. Evol. Comput.},
  volume       = {11},
  number       = {6},
  pages        = {732--742},
  year         = {2007},
  url          = {https://doi.org/10.1109/TEVC.2007.892762},
  doi          = {10.1109/TEVC.2007.892762},
  timestamp    = {Tue, 12 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tec/BirattariPD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ahs/ChristensenOBD07,
  author       = {Anders Lyhne Christensen and
                  Rehan O'Grady and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Tughrul Arslan and
                  Adrian Stoica and
                  Martin Suess and
                  Didier Keymeulen and
                  Tetsuya Higuchi and
                  Ricardo Salem Zebulum and
                  Ahmet T. Erdogan},
  title        = {Automatic Synthesis of Fault Detection Modules for Mobile Robots},
  booktitle    = {Second {NASA/ESA} Conference on Adaptive Hardware and Systems {(AHS}
                  2007), August 5-8, 2007, University of Edinburgh, Scotland, United
                  Kingdom},
  pages        = {693--700},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/AHS.2007.37},
  doi          = {10.1109/AHS.2007.37},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ahs/ChristensenOBD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/ChristensenOBD07,
  author       = {Anders Lyhne Christensen and
                  Rehan O'Grady and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Fernando Almeida e Costa and
                  Luis Mateus Rocha and
                  Ernesto Costa and
                  Inman Harvey and
                  Ant{\'{o}}nio Coutinho},
  title        = {Exogenous Fault Detection in a Collective Robotic Task},
  booktitle    = {Advances in Artificial Life, 9th European Conference, {ECAL} 2007,
                  Lisbon, Portugal, September 10-14, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4648},
  pages        = {555--564},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74913-4\_56},
  doi          = {10.1007/978-3-540-74913-4\_56},
  timestamp    = {Sun, 02 Oct 2022 15:59:28 +0200},
  biburl       = {https://dblp.org/rec/conf/ecal/ChristensenOBD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hm/BalaprakashBS07,
  author       = {Prasanna Balaprakash and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle},
  editor       = {Thomas Bartz{-}Beielstein and
                  Mar{\'{\i}}a J. Blesa Aguilera and
                  Christian Blum and
                  Boris Naujoks and
                  Andrea Roli and
                  G{\"{u}}nter Rudolph and
                  Michael Sampels},
  title        = {Improvement Strategies for the F-Race Algorithm: Sampling Design and
                  Iterative Refinement},
  booktitle    = {Hybrid Metaheuristics, 4th International Workshop, {HM} 2007, Dortmund,
                  Germany, October 8-9, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4771},
  pages        = {108--122},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-75514-2\_9},
  doi          = {10.1007/978-3-540-75514-2\_9},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hm/BalaprakashBS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sls/PellegriniB07,
  author       = {Paola Pellegrini and
                  Mauro Birattari},
  editor       = {Thomas St{\"{u}}tzle and
                  Mauro Birattari and
                  Holger H. Hoos},
  title        = {Implementation Effort and Performance},
  booktitle    = {Engineering Stochastic Local Search Algorithms. Designing, Implementing
                  and Analyzing Effective Heuristics, International Workshop, {SLS}
                  2007, Brussels, Belgium, September 6-8, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4638},
  pages        = {31--45},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74446-7\_3},
  doi          = {10.1007/978-3-540-74446-7\_3},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sls/PellegriniB07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/07/BirattariBD07,
  author       = {Mauro Birattari and
                  Prasanna Balaprakash and
                  Marco Dorigo},
  editor       = {Karl F. Doerner and
                  Michel Gendreau and
                  Peter Greistorfer and
                  Walter J. Gutjahr and
                  Richard F. Hartl and
                  Marc Reimann},
  title        = {The ACO/F-Race Algorithm for Combinatorial Optimization Under Uncertainty},
  booktitle    = {Metaheuristics},
  series       = {Operations Research/Computer Science Interfaces Series},
  volume       = {39},
  pages        = {189--203},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-0-387-71921-4\_10},
  doi          = {10.1007/978-0-387-71921-4\_10},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/07/BirattariBD07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sls/2007,
  editor       = {Thomas St{\"{u}}tzle and
                  Mauro Birattari and
                  Holger H. Hoos},
  title        = {Engineering Stochastic Local Search Algorithms. Designing, Implementing
                  and Analyzing Effective Heuristics, International Workshop, {SLS}
                  2007, Brussels, Belgium, September 6-8, 2007, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4638},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74446-7},
  doi          = {10.1007/978-3-540-74446-7},
  isbn         = {978-3-540-74445-0},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sls/2007.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cim/DorigoBS06,
  author       = {Marco Dorigo and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle},
  title        = {Ant colony optimization},
  journal      = {{IEEE} Comput. Intell. Mag.},
  volume       = {1},
  number       = {4},
  pages        = {28--39},
  year         = {2006},
  url          = {https://doi.org/10.1109/MCI.2006.329691},
  doi          = {10.1109/MCI.2006.329691},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cim/DorigoBS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ita/BirattariZD06,
  author       = {Mauro Birattari and
                  Mark Zlochin and
                  Marco Dorigo},
  title        = {Towards a theory of practice in metaheuristics design: {A} machine
                  learning perspective},
  journal      = {{RAIRO} Theor. Informatics Appl.},
  volume       = {40},
  number       = {2},
  pages        = {353--369},
  year         = {2006},
  url          = {https://doi.org/10.1051/ita:2006009},
  doi          = {10.1051/ITA:2006009},
  timestamp    = {Mon, 25 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ita/BirattariZD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmma/BianchiBCMMPRS06,
  author       = {Leonora Bianchi and
                  Mauro Birattari and
                  Marco Chiarandini and
                  Max Manfrin and
                  Monaldo Mastrolilli and
                  Lu{\'{\i}}s Paquete and
                  Olivia Rossi{-}Doria and
                  Tommaso Schiavinotto},
  title        = {Hybrid Metaheuristics for the Vehicle Routing Problem with Stochastic
                  Demands},
  journal      = {J. Math. Model. Algorithms},
  volume       = {5},
  number       = {1},
  pages        = {91--110},
  year         = {2006},
  url          = {https://doi.org/10.1007/s10852-005-9033-y},
  doi          = {10.1007/S10852-005-9033-Y},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmma/BianchiBCMMPRS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scheduling/ChiarandiniBSR06,
  author       = {Marco Chiarandini and
                  Mauro Birattari and
                  Krzysztof Socha and
                  Olivia Rossi{-}Doria},
  title        = {An effective hybrid algorithm for university course timetabling},
  journal      = {J. Sched.},
  volume       = {9},
  number       = {5},
  pages        = {403--432},
  year         = {2006},
  url          = {https://doi.org/10.1007/s10951-006-8495-8},
  doi          = {10.1007/S10951-006-8495-8},
  timestamp    = {Wed, 01 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/scheduling/ChiarandiniBSR06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/OcaSBD06,
  author       = {Marco Antonio Montes de Oca and
                  Thomas St{\"{u}}tzle and
                  Mauro Birattari and
                  Marco Dorigo},
  editor       = {Marco Dorigo and
                  Luca Maria Gambardella and
                  Mauro Birattari and
                  Alcherio Martinoli and
                  Riccardo Poli and
                  Thomas St{\"{u}}tzle},
  title        = {A Comparison of Particle Swarm Optimization Algorithms Based on Run-Length
                  Distributions},
  booktitle    = {Ant Colony Optimization and Swarm Intelligence, 5th International
                  Workshop, {ANTS} 2006, Brussels, Belgium, September 4-7, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4150},
  pages        = {1--12},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11839088\_1},
  doi          = {10.1007/11839088\_1},
  timestamp    = {Fri, 27 Dec 2019 21:29:39 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/OcaSBD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/BalaprakashBSD06,
  author       = {Prasanna Balaprakash and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle and
                  Marco Dorigo},
  editor       = {Marco Dorigo and
                  Luca Maria Gambardella and
                  Mauro Birattari and
                  Alcherio Martinoli and
                  Riccardo Poli and
                  Thomas St{\"{u}}tzle},
  title        = {Incremental Local Search in Ant Colony Optimization: Why It Fails
                  for the Quadratic Assignment Problem},
  booktitle    = {Ant Colony Optimization and Swarm Intelligence, 5th International
                  Workshop, {ANTS} 2006, Brussels, Belgium, September 4-7, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4150},
  pages        = {156--166},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11839088\_14},
  doi          = {10.1007/11839088\_14},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/antsw/BalaprakashBSD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/CampoNBGD06,
  author       = {Alexandre Campo and
                  Shervin Nouyan and
                  Mauro Birattari and
                  Roderich Gro{\ss} and
                  Marco Dorigo},
  editor       = {Marco Dorigo and
                  Luca Maria Gambardella and
                  Mauro Birattari and
                  Alcherio Martinoli and
                  Riccardo Poli and
                  Thomas St{\"{u}}tzle},
  title        = {Negotiation of Goal Direction for Cooperative Transport},
  booktitle    = {Ant Colony Optimization and Swarm Intelligence, 5th International
                  Workshop, {ANTS} 2006, Brussels, Belgium, September 4-7, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4150},
  pages        = {191--202},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11839088\_17},
  doi          = {10.1007/11839088\_17},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/CampoNBGD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/BirattariPD06,
  author       = {Mauro Birattari and
                  Paola Pellegrini and
                  Marco Dorigo},
  editor       = {Marco Dorigo and
                  Luca Maria Gambardella and
                  Mauro Birattari and
                  Alcherio Martinoli and
                  Riccardo Poli and
                  Thomas St{\"{u}}tzle},
  title        = {On the Invariance of Ant System},
  booktitle    = {Ant Colony Optimization and Swarm Intelligence, 5th International
                  Workshop, {ANTS} 2006, Brussels, Belgium, September 4-7, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4150},
  pages        = {215--223},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11839088\_19},
  doi          = {10.1007/11839088\_19},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/BirattariPD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/ManfrinBSD06,
  author       = {Max Manfrin and
                  Mauro Birattari and
                  Thomas St{\"{u}}tzle and
                  Marco Dorigo},
  editor       = {Marco Dorigo and
                  Luca Maria Gambardella and
                  Mauro Birattari and
                  Alcherio Martinoli and
                  Riccardo Poli and
                  Thomas St{\"{u}}tzle},
  title        = {Parallel Ant Colony Optimization for the Traveling Salesman Problem},
  booktitle    = {Ant Colony Optimization and Swarm Intelligence, 5th International
                  Workshop, {ANTS} 2006, Brussels, Belgium, September 4-7, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4150},
  pages        = {224--234},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11839088\_20},
  doi          = {10.1007/11839088\_20},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/ManfrinBSD06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antsw/SabinoSBL06,
  author       = {Jodelson A. Sabino and
                  Thomas St{\"{u}}tzle and
                  Mauro Birattari and
                  Jos{\'{e}} Eug{\^{e}}nio Leal},
  editor       = {Marco Dorigo and
                  Luca Maria Gambardella and
                  Mauro Birattari and
                  Alcherio Martinoli and
                  Riccardo Poli and
                  Thomas St{\"{u}}tzle},
  title        = {{ACO} Applied to Switch Engine Scheduling in a Railroad Yard},
  booktitle    = {Ant Colony Optimization and Swarm Intelligence, 5th International
                  Workshop, {ANTS} 2006, Brussels, Belgium, September 4-7, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4150},
  pages        = {502--503},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11839088\_52},
  doi          = {10.1007/11839088\_52},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/SabinoSBL06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/antsw/2006,
  editor       = {Marco Dorigo and
                  Luca Maria Gambardella and
                  Mauro Birattari and
                  Alcherio Martinoli and
                  Riccardo Poli and
                  Thomas St{\"{u}}tzle},
  title        = {Ant Colony Optimization and Swarm Intelligence, 5th International
                  Workshop, {ANTS} 2006, Brussels, Belgium, September 4-7, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4150},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11839088},
  doi          = {10.1007/11839088},
  isbn         = {3-540-38482-0},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/antsw/2006.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/be/Birattari2005,
  author       = {Mauro Birattari},
  title        = {The problem of tuning metaheuristics: as seen from the machine learning
                  perspective},
  school       = {Brussels, Univ.},
  year         = {2005},
  url          = {https://d-nb.info/976258234},
  isbn         = {3-89838-292-3},
  timestamp    = {Sat, 17 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/be/Birattari2005.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ki/X05v,
  author       = {Shervin Nouyan and
                  Roberto Ghizzioli and
                  Mauro Birattari and
                  Marco Dorigo},
  title        = {An Insect-Based Algorithm for the Dynamic Task Allocation Problem},
  journal      = {K{\"{u}}nstliche Intell.},
  volume       = {19},
  number       = {4},
  pages        = {25--31},
  year         = {2005},
  url          = {http://www.kuenstliche-intelligenz.de/index.php?id=no-6408\&\#38;tx\_ki\_pi1\%5BshowUid\%5D=1116\&\#38;cHash=46a478de50},
  timestamp    = {Thu, 09 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ki/X05v.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/VillacciBVB05,
  author       = {Domenico Villacci and
                  Gianluca Bontempi and
                  Alfredo Vaccaro and
                  Mauro Birattari},
  title        = {The role of learning methods in the dynamic assessment of power components
                  loading capability},
  journal      = {{IEEE} Trans. Ind. Electron.},
  volume       = {52},
  number       = {1},
  pages        = {280--290},
  year         = {2005},
  url          = {https://doi.org/10.1109/TIE.2004.841072},
  doi          = {10.1109/TIE.2004.841072},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tie/VillacciBVB05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/ZlochinBMD04,
  author       = {Mark Zlochin and
                  Mauro Birattari and
                  Nicolas Meuleau and
                  Marco Dorigo},
  title        = {Model-Based Search for Combinatorial Optimization: {A} Critical Survey},
  journal      = {Ann. Oper. Res.},
  volume       = {131},
  number       = {1-4},
  pages        = {373--395},
  year         = {2004},
  url          = {https://doi.org/10.1023/B:ANOR.0000039526.52305.af},
  doi          = {10.1023/B:ANOR.0000039526.52305.AF},
  timestamp    = {Thu, 13 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/anor/ZlochinBMD04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/BianchiBCMMPRS04,
  author       = {Leonora Bianchi and
                  Mauro Birattari and
                  Marco Chiarandini and
                  Max Manfrin and
                  Monaldo Mastrolilli and
                  Lu{\'{\i}}s Paquete and
                  Olivia Rossi{-}Doria and
                  Tommaso Schiavinotto},
  editor       = {Xin Yao and
                  Edmund K. Burke and
                  Jos{\'{e}} Antonio Lozano and
                  Jim Smith and
                  Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
                  John A. Bullinaria and
                  Jonathan E. Rowe and
                  Peter Ti{\~{n}}o and
                  Ata Kab{\'{a}}n and
                  Hans{-}Paul Schwefel},
  title        = {Applications Metaheuristics for the Vehicle Routing Problem with Stochastic
                  Demands},
  booktitle    = {Parallel Problem Solving from Nature - {PPSN} VIII, 8th International
                  Conference, Birmingham, UK, September 18-22, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3242},
  pages        = {450--460},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/978-3-540-30217-9\_46},
  doi          = {10.1007/978-3-540-30217-9\_46},
  timestamp    = {Wed, 28 Jun 2023 16:19:43 +0200},
  biburl       = {https://dblp.org/rec/conf/ppsn/BianchiBCMMPRS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/antsw/2004,
  editor       = {Marco Dorigo and
                  Mauro Birattari and
                  Christian Blum and
                  Luca Maria Gambardella and
                  Francesco Mondada and
                  Thomas St{\"{u}}tzle},
  title        = {Ant Colony Optimization and Swarm Intelligence, 4th International
                  Workshop, {ANTS} 2004, Brussels, Belgium, September 5 - 8, 2004, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3172},
  publisher    = {Springer},
  year         = {2004},
  url          = {https://doi.org/10.1007/b99492},
  doi          = {10.1007/B99492},
  isbn         = {3-540-22672-9},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/antsw/2004.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/BertolissiBBDB02,
  author       = {Edy Bertolissi and
                  Mauro Birattari and
                  Gianluca Bontempi and
                  Antoine Duch{\^{a}}teau and
                  Hugues Bersini},
  title        = {Data-driven techniques for direct adaptive control: the lazy and the
                  fuzzy approaches},
  journal      = {Fuzzy Sets Syst.},
  volume       = {128},
  number       = {1},
  pages        = {3--14},
  year         = {2002},
  url          = {https://doi.org/10.1016/S0165-0114(01)00179-8},
  doi          = {10.1016/S0165-0114(01)00179-8},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fss/BertolissiBBDB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/antalg/BirattariCD02,
  author       = {Mauro Birattari and
                  Gianni Di Caro and
                  Marco Dorigo},
  editor       = {Marco Dorigo and
                  Gianni Di Caro and
                  Michael Sampels},
  title        = {Toward the Formal Foundation of Ant Programming},
  booktitle    = {Ant Algorithms, Third International Workshop, {ANTS} 2002, Brussels,
                  Belgium, September 12-14, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2463},
  pages        = {188--201},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-45724-0\_16},
  doi          = {10.1007/3-540-45724-0\_16},
  timestamp    = {Tue, 14 May 2019 10:00:40 +0200},
  biburl       = {https://dblp.org/rec/conf/antalg/BirattariCD02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/PiscopoB02,
  author       = {Carlotta Piscopo and
                  Mauro Birattari},
  editor       = {Steffen Lange and
                  Ken Satoh and
                  Carl H. Smith},
  title        = {Invention vs. Discovery},
  booktitle    = {Discovery Science, 5th International Conference, {DS} 2002, L{\"{u}}beck,
                  Germany, November 24-26, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2534},
  pages        = {457--462},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-36182-0\_49},
  doi          = {10.1007/3-540-36182-0\_49},
  timestamp    = {Tue, 14 May 2019 10:00:46 +0200},
  biburl       = {https://dblp.org/rec/conf/dis/PiscopoB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/DorigoZMB02,
  author       = {Marco Dorigo and
                  Mark Zlochin and
                  Nicolas Meuleau and
                  Mauro Birattari},
  editor       = {Stefano Cagnoni and
                  Jens Gottlieb and
                  Emma Hart and
                  Martin Middendorf and
                  G{\"{u}}nther R. Raidl},
  title        = {Updating {ACO} Pheromones Using Stochastic Gradient Ascent and Cross-Entropy
                  Methods},
  booktitle    = {Applications of Evolutionary Computing, EvoWorkshops 2002: EvoCOP,
                  EvoIASP, EvoSTIM/EvoPLAN, Kinsale, Ireland, April 3-4, 2002, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {2279},
  pages        = {21--30},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/3-540-46004-7\_3},
  doi          = {10.1007/3-540-46004-7\_3},
  timestamp    = {Fri, 27 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/evoW/DorigoZMB02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/BirattariSPV02,
  author       = {Mauro Birattari and
                  Thomas St{\"{u}}tzle and
                  Lu{\'{\i}}s Paquete and
                  Klaus Varrentrapp},
  editor       = {William B. Langdon and
                  Erick Cant{\'{u}}{-}Paz and
                  Keith E. Mathias and
                  Rajkumar Roy and
                  David Davis and
                  Riccardo Poli and
                  Karthik Balakrishnan and
                  Vasant G. Honavar and
                  G{\"{u}}nter Rudolph and
                  Joachim Wegener and
                  Larry Bull and
                  Mitchell A. Potter and
                  Alan C. Schultz and
                  Julian F. Miller and
                  Edmund K. Burke and
                  Natasa Jonoska},
  title        = {A Racing Algorithm for Configuring Metaheuristics},
  booktitle    = {{GECCO} 2002: Proceedings of the Genetic and Evolutionary Computation
                  Conference, New York, USA, 9-13 July 2002},
  pages        = {11--18},
  publisher    = {Morgan Kaufmann},
  year         = {2002},
  timestamp    = {Thu, 24 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gecco/BirattariSPV02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/patat/Rossi-DoriaSBCDGKMMPPS02,
  author       = {Olivia Rossi{-}Doria and
                  Michael Sampels and
                  Mauro Birattari and
                  Marco Chiarandini and
                  Marco Dorigo and
                  Luca Maria Gambardella and
                  Joshua D. Knowles and
                  Max Manfrin and
                  Monaldo Mastrolilli and
                  Ben Paechter and
                  Lu{\'{\i}}s Paquete and
                  Thomas St{\"{u}}tzle},
  editor       = {Edmund K. Burke and
                  Patrick De Causmaecker},
  title        = {A Comparison of the Performance of Different Metaheuristics on the
                  Timetabling Problem},
  booktitle    = {Practice and Theory of Automated Timetabling IV, 4th International
                  Conference, {PATAT} 2002, Gent, Belgium, August 21-23, 2002, Selected
                  Revised Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {2740},
  pages        = {329--354},
  publisher    = {Springer},
  year         = {2002},
  url          = {https://doi.org/10.1007/978-3-540-45157-0\_22},
  doi          = {10.1007/978-3-540-45157-0\_22},
  timestamp    = {Sun, 25 Oct 2020 22:46:14 +0100},
  biburl       = {https://dblp.org/rec/conf/patat/Rossi-DoriaSBCDGKMMPPS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fss/BontempiBB01,
  author       = {Gianluca Bontempi and
                  Hugues Bersini and
                  Mauro Birattari},
  title        = {The local paradigm for modeling and control: from neuro-fuzzy to lazy
                  learning},
  journal      = {Fuzzy Sets Syst.},
  volume       = {121},
  number       = {1},
  pages        = {59--72},
  year         = {2001},
  url          = {https://doi.org/10.1016/S0165-0114(99)00172-4},
  doi          = {10.1016/S0165-0114(99)00172-4},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/fss/BontempiBB01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/BontempiBB00,
  author       = {Gianluca Bontempi and
                  Mauro Birattari and
                  Hugues Bersini},
  title        = {A Model Selection Approach for Local Learning},
  journal      = {{AI} Commun.},
  volume       = {13},
  number       = {1},
  pages        = {41--48},
  year         = {2000},
  url          = {http://content.iospress.com/articles/ai-communications/aic197},
  timestamp    = {Fri, 15 May 2015 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/aicom/BontempiBB00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cifer/BontempiBB00,
  author       = {Gianluca Bontempi and
                  Edy Bertolissi and
                  Mauro Birattari},
  title        = {Predicting stock markets in boundary conditions with local models},
  booktitle    = {Proceedings of the {IEEE/IAFE/INFORMS} 2000 Conference on Computational
                  Intelligence for Financial Engineering, CIFEr 2000, New York City,
                  USA, March 28, 2000},
  pages        = {158--161},
  publisher    = {{IEEE}},
  year         = {2000},
  url          = {https://doi.org/10.1109/CIFER.2000.844616},
  doi          = {10.1109/CIFER.2000.844616},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/cifer/BontempiBB00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BontempiB00,
  author       = {Gianluca Bontempi and
                  Mauro Birattari},
  title        = {A multi-steap ahead prediction method based on local dynamic properties},
  booktitle    = {8th European Symposium on Artificial Neural Networks, {ESANN} 2000,
                  Bruges, Belgium, April 26-28, 2000, Proceedings},
  pages        = {311--316},
  year         = {2000},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es2000-251.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/BontempiB00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BontempiBB99,
  author       = {Gianluca Bontempi and
                  Mauro Birattari and
                  Hugues Bersini},
  editor       = {Ivan Bratko and
                  Saso Dzeroski},
  title        = {Local Learning for Iterated Time-Series Prediction},
  booktitle    = {Proceedings of the Sixteenth International Conference on Machine Learning
                  {(ICML} 1999), Bled, Slovenia, June 27 - 30, 1999},
  pages        = {32--38},
  publisher    = {Morgan Kaufmann},
  year         = {1999},
  timestamp    = {Tue, 03 Dec 2002 12:31:12 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/BontempiBB99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/BontempiBB98,
  author       = {Gianluca Bontempi and
                  Mauro Birattari and
                  Hugues Bersini},
  editor       = {Claire Nedellec and
                  C{\'{e}}line Rouveirol},
  title        = {Recursive Lazy Learning for Modeling and Control},
  booktitle    = {Machine Learning: ECML-98, 10th European Conference on Machine Learning,
                  Chemnitz, Germany, April 21-23, 1998, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {1398},
  pages        = {292--303},
  publisher    = {Springer},
  year         = {1998},
  url          = {https://doi.org/10.1007/BFb0026699},
  doi          = {10.1007/BFB0026699},
  timestamp    = {Tue, 14 May 2019 10:00:54 +0200},
  biburl       = {https://dblp.org/rec/conf/ecml/BontempiBB98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BontempiBB98,
  author       = {Gianluca Bontempi and
                  Mauro Birattari and
                  Hugues Bersini},
  title        = {Lazy learning for control design},
  booktitle    = {6th European Symposium on Artificial Neural Networks, {ESANN} 1998,
                  Bruges, Belgium, April 22-24, 1998, Proceedings},
  pages        = {73--78},
  year         = {1998},
  url          = {https://www.esann.org/sites/default/files/proceedings/legacy/es1998-406.pdf},
  timestamp    = {Tue, 02 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/esann/BontempiBB98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BirattariBB98,
  author       = {Mauro Birattari and
                  Gianluca Bontempi and
                  Hugues Bersini},
  editor       = {Michael J. Kearns and
                  Sara A. Solla and
                  David A. Cohn},
  title        = {Lazy Learning Meets the Recursive Least Squares Algorithm},
  booktitle    = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
                  Denver, Colorado, USA, November 30 - December 5, 1998]},
  pages        = {375--381},
  publisher    = {The {MIT} Press},
  year         = {1998},
  url          = {http://papers.nips.cc/paper/1507-lazy-learning-meets-the-recursive-least-squares-algorithm},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/BirattariBB98.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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