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ORCIDFranz Rothlauf
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- affiliation: University of Mainz, Germany
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2020 – today
- 2025
[i17]Philipp Anthes, Dominik Sobania, Franz Rothlauf:
Transformer Semantic Genetic Programming for Symbolic Regression. CoRR abs/2501.18479 (2025)- [i16]Alina Geiger, Martin Briesch, Dominik Sobania, Franz Rothlauf:
Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection. CoRR abs/2502.18093 (2025) - 2024
- [j30]Philipp Röchner
, Franz Rothlauf:
Using machine learning to link electronic health records in cancer registries: On the tradeoff between linkage quality and manual effort. Int. J. Medical Informatics 185: 105387 (2024) - [j29]Louisa Schwarz, Dominik Sobania, Franz Rothlauf:
On relevant features for the recurrence prediction of urothelial carcinoma of the bladder. Int. J. Medical Informatics 186: 105414 (2024) - [c127]Marc Christoph de Zoeten, Claus-Peter H. Ernst, Franz Rothlauf:
The Effect of Explainable AI on AI-Trust and Its Antecedents over the Course of an Interaction. ECIS 2024 - [c126]Alina Geiger, Dominik Sobania, Franz Rothlauf:
A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems. EuroGP 2024: 192-208 - [c125]Martin Briesch, Ryan Boldi, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector:
Improving Lexicase Selection with Informed Down-Sampling. GECCO Companion 2024: 25-26 - [c124]Franz Rothlauf:
Representations for Evolutionary Algorithms. GECCO Companion 2024: 1017-1037 - [c123]Louisa Schwarz, Franz Rothlauf:
On Entity Embeddings for Ordinal Features as Representation Learning in Recurrence Prediction of Urothelial Bladder Cancer. MIE 2024: 690-694 - [c122]Franz Rothlauf:
Comparison of Imputation Methods for Categorical Real-World Prostate Cancer Data with Natural Order. MIE 2024: 1800-1804 - [c121]Philipp Röchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Franz Rothlauf:
Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers. SISAP 2024: 215-222 - [i15]Alina Geiger, Dominik Sobania, Franz Rothlauf:
Lexicase-based Selection Methods with Down-sampling for Symbolic Regression Problems: Overview and Benchmark. CoRR abs/2407.21632 (2024) - [i14]Philipp Röchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Franz Rothlauf:
Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version). CoRR abs/2408.15874 (2024) - [i13]Dominik Sobania, Martin Briesch, Franz Rothlauf:
ComfyGI: Automatic Improvement of Image Generation Workflows. CoRR abs/2411.14193 (2024) - 2023
- [j28]David Wittenberg, Franz Rothlauf, Christian Gagné:
Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search. Genet. Program. Evolvable Mach. 24(2): 17 (2023) - [j27]Dominik Sobania, Dirk Schweim, Franz Rothlauf:
A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms. IEEE Trans. Evol. Comput. 27(1): 82-97 (2023) - [c120]Marc Christoph de Zoeten, Claus-Peter H. Ernst, Franz Rothlauf:
A Matter of Trust: How Trust in AI-Based Systems Changes During Interaction. AMCIS 2023 - [c119]David Wittenberg, Franz Rothlauf:
Small Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming. EuroGP 2023: 101-116 - [c118]Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf:
MTGP: Combining Metamorphic Testing and Genetic Programming. EuroGP 2023: 324-338 - [c117]Martin Briesch, Dominik Sobania, Franz Rothlauf:
On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis. GECCO Companion 2023: 535-538 - [c116]Franz Rothlauf:
Representations for Evolutionary Algorithms. GECCO Companion 2023: 1048-1068 - [c115]Alina Geiger, Dominik Sobania, Franz Rothlauf:
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. GECCO 2023: 1109-1117 - [c114]Julia Theresia Zielonka, Franz Rothlauf:
Disentangling Technostress in Social Streaming Services: The Impact of Perceived Eustress and Distress on User Participation and Engagement. ICIS 2023 - [c113]Patrizia Orth, Gunther Piller, Franz Rothlauf:
Activities to Build a Digital Corporate Culture-A Multiple-case Study on the Prerequisites for Digital Innovation. PACIS 2023: 41 - [i12]Ryan Boldi, Martin Briesch, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector:
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving. CoRR abs/2301.01488 (2023) - [i11]Dominik Sobania, Martin Briesch, Philipp Röchner, Franz Rothlauf:
MTGP: Combining Metamorphic Testing and Genetic Programming. CoRR abs/2301.08665 (2023) - [i10]Alina Geiger, Dominik Sobania, Franz Rothlauf:
Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. CoRR abs/2302.04301 (2023) - [i9]Martin Huschens, Martin Briesch, Dominik Sobania, Franz Rothlauf:
Do You Trust ChatGPT? - Perceived Credibility of Human and AI-Generated Content. CoRR abs/2309.02524 (2023) - [i8]Martin Briesch, Dominik Sobania, Franz Rothlauf:
Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop. CoRR abs/2311.16822 (2023) - 2022
- [j26]Léo Françoso Dal Piccol Sotto, Franz Rothlauf, Vinícius Veloso de Melo, Márcio P. Basgalupp:
An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming. Evol. Comput. 30(1): 51-74 (2022) - [j25]Dominik Sobania, Jonas Schmitt, Harald Köstler, Franz Rothlauf:
Genetic programming for iterative numerical methods. Genet. Program. Evolvable Mach. 23(2): 253-278 (2022) - [j24]Dirk Schweim, David Wittenberg, Franz Rothlauf:
On sampling error in genetic programming. Nat. Comput. 21(2): 173-186 (2022) - [c112]Julia Theresia Zielonka, Rebecca Maria Heigl, Franz Rothlauf:
Technostress Revisited at Work-From-Home: The Impact of Technostress Creators on the Perception of Eustress Moderated by Work-Home-Conflict and Job Satisfaction. AMCIS 2022 - [c111]Thomas Müller, Gunther Piller, Franz Rothlauf:
Efficient Access Control to Parking Space for Different Customer Segments. DB&IS 2022: 19-30 - [c110]Dirk Schweim, Dominik Sobania, Franz Rothlauf:
Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. CEC 2022: 1-8 - [c109]Julia Theresia Zielonka, Franz Rothlauf:
On the Role of Envy in the Technostress Process in the Context of Social Media Use. ECIS 2022 - [c108]Dominik Sobania, Franz Rothlauf:
Program Synthesis with Genetic Programming: The Influence of Batch Sizes. EuroGP 2022: 118-129 - [c107]Dominik Sobania, Dirk Schweim, Franz Rothlauf:
Program synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022). GECCO Companion 2022: 39-40 - [c106]Dominik Sobania, Martin Briesch, David Wittenberg, Franz Rothlauf:
Analyzing optimized constants in genetic programming on a real-world regression problem. GECCO Companion 2022: 606-607 - [c105]David Wittenberg, Franz Rothlauf:
Denoising autoencoder genetic programming for real-world symbolic regression. GECCO Companion 2022: 612-614 - [c104]Dominik Sobania, Martin Briesch, Franz Rothlauf:
Choose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming. GECCO 2022: 1019-1027 - [c103]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO Companion 2022: 1046-1066 - [c102]Julia Theresia Zielonka, Franz Rothlauf:
You Perceive What You Believe: The Impact of Psychological Beliefs on Perceived Technostress. HICSS 2022: 1-10 - [c101]Julia Theresia Zielonka, Rebecca Maria Heigl, Franz Rothlauf:
From Block to TOE: Analyzing Opportunities of Blockchain Technologies in the Automotive Industry. ICIS 2022 - [c100]Martin Briesch, Dominik Sobania, Franz Rothlauf:
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. KI 2022: 17-30 - [c99]Matthias Brunnbauer, Gunther Piller, Franz Rothlauf:
Top-Down or Explorative? A Case Study on the Identification of AI Use Cases. PACIS 2022: 161 - 2021
- [c98]Matthias Brunnbauer, Gunther Piller, Franz Rothlauf:
idea-AI: Developing a Method for the Systematic Identification of AI Use Cases. AMCIS 2021 - [c97]Patrizia Orth, Gunther Piller, Franz Rothlauf:
How Companies Develop a Culture for Digital Innovation: A Multiple-Case Study. BIR 2021: 221-235 - [c96]Dirk Schweim, David Wittenberg, Franz Rothlauf:
On sampling error in evolutionary algorithms. GECCO Companion 2021: 43-44 - [c95]Christian Olmscheid, David Wittenberg, Dominik Sobania, Franz Rothlauf:
Improving estimation of distribution genetic programming with novelty initialization. GECCO Companion 2021: 261-262 - [c94]Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly, Franz Rothlauf:
Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution. GECCO Companion 2021: 331-332 - [c93]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO Companion 2021: 463-483 - [c92]Dominik Sobania, Franz Rothlauf:
A generalizability measure for program synthesis with genetic programming. GECCO 2021: 822-829 - [c91]Martin Huschens, Claus-Peter H. Ernst, Franz Rothlauf:
Individual Rank and Response: Survey-Based Evidence on the Effects of Rank-Based Performance Feedback. HICSS 2021: 1-10 - [c90]Julia Theresia Zielonka, Franz Rothlauf:
Techno-Eustress: The Impact of Perceived Usefulness and Perceived Ease of Use on the Perception of Work-Related Stressors. HICSS 2021: 1-10 - [c89]Julia Theresia Zielonka, Franz Rothlauf:
Challenge Accepted: On the Juxtaposed Effect of the Appraisal of Social Media as Challenge and Hindrance Stressors on the Perception of Eustress and Distress. PACIS 2021: 120 - [i7]Martin Briesch, Dominik Sobania, Franz Rothlauf:
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. CoRR abs/2106.04181 (2021) - [i6]Dominik Sobania, Dirk Schweim, Franz Rothlauf:
Recent Developments in Program Synthesis with Evolutionary Algorithms. CoRR abs/2108.12227 (2021) - [i5]Dominik Sobania, Martin Briesch, Franz Rothlauf:
Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming. CoRR abs/2111.07875 (2021) - 2020
- [j23]Nils Herm-Stapelberg, Franz Rothlauf:
The crowd against the few: Measuring the impact of expert recommendations. Decis. Support Syst. 138: 113345 (2020) - [j22]Malte Probst, Franz Rothlauf:
Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms. J. Mach. Learn. Res. 21: 78:1-78:31 (2020) - [c88]Dirk Weitzel, Claus-Peter H. Ernst, Franz Rothlauf:
On the Disadvantages of Rented Software with Regard to Psychological Ownership in the Context of Private Customers. AMCIS 2020 - [c87]Dominik Sobania, Franz Rothlauf:
Challenges of Program Synthesis with Grammatical Evolution. EuroGP 2020: 211-227 - [c86]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO Companion 2020: 526-546 - [c85]David Wittenberg, Franz Rothlauf, Dirk Schweim:
DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming. GECCO 2020: 1037-1045
2010 – 2019
- 2019
- [c84]Christian Bremser, Gunther Piller, Franz Rothlauf:
How Smart Cities Explore New Technologies. BIR 2019: 1-15 - [c83]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO (Companion) 2019: 726-746 - [c82]Dominik Sobania, Franz Rothlauf:
Teaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches. GECCO 2019: 1065-1074 - [c81]Léo Françoso Dal Piccol Sotto, Franz Rothlauf:
On the role of non-effective code in linear genetic programming. GECCO 2019: 1075-1083 - [c80]Martin Huschens, Franz Rothlauf, Ricarda Rothe:
On the Role of Social Comparison Processes in Gamified Work Situations. HICSS 2019: 1-10 - 2018
- [j21]Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf:
PageRank centrality for performance prediction: the impact of the local optima network model. J. Heuristics 24(3): 243-264 (2018) - [c79]Christian Bremser, Gunther Piller, Franz Rothlauf:
How to start with big data - a multiple case study. Bled eConference 2018: 40 - [c78]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO (Companion) 2018: 518-538 - [c77]Dominik Sobania, Franz Rothlauf:
CovSel: A new approach for ensemble selection applied to symbolic regression problems. GECCO 2018: 529-536 - [c76]Dirk Schweim, Franz Rothlauf:
An analysis of the bias of variation operators of estimation of distribution programming. GECCO 2018: 1191-1198 - [c75]Christian Bremser, Gunther Piller, Franz Rothlauf:
Vorgehensweisen zur Einführung von Big Data in Unternehmen. MKWI 2018: 2045-2056 - [p5]Dirk Schweim, Ann Thorhauer, Franz Rothlauf:
On the Non-uniform Redundancy of Representations for Grammatical Evolution: The Influence of Grammars. Handbook of Grammatical Evolution 2018: 55-78 - 2017
- [j20]Malte Probst, Franz Rothlauf, Jörn Grahl:
Scalability of using Restricted Boltzmann Machines for combinatorial optimization. Eur. J. Oper. Res. 256(2): 368-383 (2017) - [j19]Michael Scholz, Jella Pfeiffer, Franz Rothlauf:
Using PageRank for non-personalized default rankings in dynamic markets. Eur. J. Oper. Res. 260(1): 388-401 (2017) - [c74]Christian Bremser, Gunther Piller, Franz Rothlauf:
Strategies and Influencing Factors for Big Data Exploration. AMCIS 2017 - [c73]Ciro Castiello, Corrado Mencar, Marco Lucarelli, Franz Rothlauf:
Efficiency improvement of DC∗ through a Genetic Guidance. FUZZ-IEEE 2017: 1-6 - [c72]Sebastian Herrmann, Matthias Herrmann, Gabriela Ochoa, Franz Rothlauf:
Shaping communities of local optima by perturbation strength. GECCO 2017: 266-273 - [c71]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO (Companion) 2017: 489-509 - 2016
- [c70]Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf:
Communities of Local Optima as Funnels in Fitness Landscapes. GECCO 2016: 325-331 - [c69]Franz Rothlauf:
Representations for Evolutionary Algorithms. GECCO (Companion) 2016: 413-434 - [c68]Enis Celik, Claus-Peter H. Ernst, Franz Rothlauf:
Antecedents of Willingness to Share Information in Supply Chain IS. MKWI 2016: 1503-1510 - [c67]Jessica Wimmer, Claus-Peter H. Ernst, Sebastian Herrmann, Franz Rothlauf:
Social Network Sites: The Influence of the Number of Friends on Social Capital. MKWI 2016: 1603-1610 - [c66]Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf:
Coarse-Grained Barrier Trees of Fitness Landscapes. PPSN 2016: 901-910 - 2015
- [j18]Uli Golle, Franz Rothlauf, Nils Boysen:
Iterative beam search for car sequencing. Ann. Oper. Res. 226(1): 239-254 (2015) - [c65]Claus-Peter H. Ernst, Christoph Hock, Franz Rothlauf:
Proposing a Research Model for Slot Machine Usage. AMCIS 2015 - [c64]Claus-Peter H. Ernst, Jella Pfeiffer, Franz Rothlauf:
Privacy Protecting Behavior in Social Network Sites. AMCIS 2015 - [c63]Claus-Peter H. Ernst, Jella Pfeiffer, Franz Rothlauf:
The Influence of Social Curiosity on the Observing Behavior of Users on Social Network Sites. AMCIS 2015 - [c62]Franz Rothlauf:
Representations for Evolutionary Algorithms. GECCO (Companion) 2015: 345-366 - [c61]Sebastian Herrmann, Franz Rothlauf:
Predicting Heuristic Search Performance with PageRank Centrality in Local Optima Networks. GECCO 2015: 401-408 - [c60]Ann Thorhauer, Franz Rothlauf:
On the Bias of Syntactic Geometric Recombination in Genetic Programming and Grammatical Evolution. GECCO 2015: 1103-1110 - [p4]Franz Rothlauf:
Design of Representations and Search Operators. Handbook of Computational Intelligence 2015: 1061-1083 - [i4]Malte Probst, Franz Rothlauf:
Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples. CoRR abs/1509.01053 (2015) - [i3]Malte Probst, Franz Rothlauf:
Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization. CoRR abs/1509.06535 (2015) - 2014
- [j17]Andreas Fink, Natalia Kliewer, Dirk C. Mattfeld, Lars Mönch, Franz Rothlauf, Guido Schryen, Leena Suhl, Stefan Voß:
Model-Based Decision Support in Manufacturing and Service Networks. Bus. Inf. Syst. Eng. 6(1): 17-24 (2014) - [j16]Uli Golle, Franz Rothlauf, Nils Boysen:
Car sequencing versus mixed-model sequencing: A computational study. Eur. J. Oper. Res. 237(1): 50-61 (2014) - [j15]Andreas Fink, Natalia Kliewer, Dirk C. Mattfeld, Lars Mönch, Franz Rothlauf, Guido Schryen, Leena Suhl, Stefan Voß:
Modellbasierte Entscheidungsunterstützung in Produktions- und Dienstleistungsnetzwerken. Wirtschaftsinf. 56(1): 21-29 (2014) - [c59]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO (Companion) 2014: 323-344 - [c58]Malte Probst, Franz Rothlauf, Jörn Grahl:
An implicitly parallel EDA based on restricted boltzmann machines. GECCO 2014: 1055-1062 - [c57]Jella Pfeiffer, Izak Benbasat, Franz Rothlauf:
Minimally Restrictive Decision Support Systems. ICIS 2014 - [c56]Ann Thorhauer, Franz Rothlauf:
On the Locality of Standard Search Operators in Grammatical Evolution. PPSN 2014: 465-475 - [i2]Sebastian Herrmann, Jörn Grahl, Franz Rothlauf:
Problem Complexity in Parallel Problem Solving. CoRR abs/1403.6330 (2014) - [i1]Malte Probst, Franz Rothlauf, Jörn Grahl:
Scalability of using Restricted Boltzmann Machines for Combinatorial Optimization. CoRR abs/1411.7542 (2014) - 2013
- [c55]Claus-Peter H. Ernst, Jella Pfeiffer, Franz Rothlauf:
The Influence of Perceived Belonging on Social Network Site Adoption. AMCIS 2013 - [c54]Michael Hielscher, Werner Hartmann, Franz Rothlauf:
Entwicklung eines Autorenwerkzeuges für digitale, multimediale und interaktive Lernbausteine im Web 2.0. DeLFI 2013: 203-214 - [c53]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO (Companion) 2013: 335-356 - [c52]Ann Thorhauer, Franz Rothlauf:
Structural difficulty in grammatical evolution versus genetic programming. GECCO 2013: 997-1004 - [c51]Thomas Goertz, Jella Pfeiffer, Henning Schmidt, Franz Rothlauf:
Integrating Keyword Advertising and Dynamic Pricing for an Online Market Place. OR 2013: 145-151 - 2012
- [j14]Wolfgang Steitz, Franz Rothlauf:
Using penalties instead of rewards: Solving OCST problems with guided local search. Swarm Evol. Comput. 3: 46-53 (2012) - [j13]Wolfgang Steitz, Franz Rothlauf:
Edge Orientation and the Design of Problem-Specific Crossover Operators for the OCST Problem. IEEE Trans. Evol. Comput. 16(1): 108-116 (2012) - [c50]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO (Companion) 2012: 873-894 - [c49]Claus-Peter H. Ernst, Franz Rothlauf:
SaaS-Geschäftsmodelle: Alle gleich, alle verschieden? MKWI 2012: 551-558 - [c48]Claus-Peter H. Ernst, Franz Rothlauf:
Potenzielle Erfolgsfaktoren von SaaS-Unternehmen. MKWI 2012: 587-598 - 2011
- [b4]Franz Rothlauf:
Design of Modern Heuristics. Natural Computing Series, Springer 2011, ISBN 978-3-540-72961-7, pp. 1-225 - [j12]Ulrich Derigs, Jens Gottlieb, Jochen Kalkoff, Michael Piesche, Franz Rothlauf, Ulrich Vogel:
Vehicle routing with compartments: applications, modelling and heuristics. OR Spectr. 33(4): 885-914 (2011) - [c47]Wolfgang Steitz, Franz Rothlauf:
Guided local search for the optimal communication spanning tree problem. GECCO (Companion) 2011: 51-52 - [c46]Telma Woerle de Lima, Alexandre Cláudio Botazzo Delbem, Franz Rothlauf:
Analysis of properties of recombination operators proposed for the node-depth encoding. GECCO (Companion) 2011: 137-138 - [c45]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO (Companion) 2011: 1191-1212 - 2010
- [j11]Uli Golle, Nils Boysen, Franz Rothlauf:
Analysis and design of sequencing rules for car sequencing. Eur. J. Oper. Res. 206(3): 579-585 (2010) - [c44]Wolfgang Steitz, Franz Rothlauf:
Solving OCST problems with problem-specific guided local search. GECCO 2010: 301-302 - [c43]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO (Companion) 2010: 2535-2556
2000 – 2009
- 2009
- [j10]Franz Rothlauf:
An Encoding in Metaheuristics for the Minimum Communication Spanning Tree Problem. INFORMS J. Comput. 21(4): 575-584 (2009) - [j9]Franz Rothlauf:
On Optimal Solutions for the Optimal Communication Spanning Tree Problem. Oper. Res. 57(2): 413-425 (2009) - [j8]Franz Rothlauf:
On the Bias and Performance of the Edge-Set Encoding. IEEE Trans. Evol. Comput. 13(3): 486-499 (2009) - [c42]Wolfgang Steitz, Franz Rothlauf:
New insights into the OCST problem: integrating node degrees and their location in the graph. GECCO 2009: 357-364 - [c41]Jella Pfeiffer, Dejan Duzevik, Franz Rothlauf, Koichi Yamamoto:
A genetic algorithm for analyzing choice behavior with mixed decision strategies. GECCO 2009: 1585-1592 - [c40]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO (Companion) 2009: 3131-3156 - [c39]Jella Pfeiffer, René Riedl, Franz Rothlauf:
On the Relationship between Interactive Decision Aids and Decision Strategies: A Theoretical Analysis. Wirtschaftsinformatik (2) 2009: 161-176 - [e9]Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni A. Di Caro, Anikó Ekárt, Anna Esparcia-Alcázar, Muddassar Farooq, Andreas Fink, Penousal Machado, Jon McCormack, Michael O'Neill, Ferrante Neri, Mike Preuss, Franz Rothlauf, Ernesto Tarantino, Shengxiang Yang:
Applications of Evolutionary Computing, EvoWorkshops 2009: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG, Tübingen, Germany, April 15-17, 2009. Proceedings. Lecture Notes in Computer Science 5484, Springer 2009, ISBN 978-3-642-01128-3 [contents] - [e8]Franz Rothlauf:
Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009, Companion Material. ACM 2009, ISBN 978-1-60558-505-5 [contents] - [e7]Franz Rothlauf:
Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009. ACM 2009, ISBN 978-1-60558-325-9 [contents] - 2008
- [c38]Sina Deibert, Armin Heinzl, Franz Rothlauf:
The Impact Logic of Mobile Technology Usage on Job Production. AMCIS 2008: 160 - [c37]Tobias Hildenbrand, Franz Rothlauf, Michael Geisser, Armin Heinzl, Thomas Kude:
Approaches to Collaborative Software Development. CISIS 2008: 523-528 - [c36]Wolfgang Steitz, Franz Rothlauf:
Orientation matters: how to efficiently solve ocst problems with problem-specific EAs. GECCO 2008: 563-570 - [c35]Jella Pfeiffer, Uli Golle, Franz Rothlauf:
Reference point based multi-objective evolutionary algorithms for group decisions. GECCO 2008: 697-704 - [c34]Telma Woerle de Lima, Franz Rothlauf, Alexandre C. B. Delbem:
The node-depth encoding: analysis and application to the bounded-diameter minimum spanning tree problem. GECCO 2008: 969-976 - [c33]Franz Rothlauf:
Representations for evolutionary algorithms. GECCO (Companion) 2008: 2613-2638 - [e6]Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni Di Caro, Rolf Drechsler, Anikó Ekárt, Anna Esparcia-Alcázar, Muddassar Farooq, Andreas Fink, Jon McCormack, Michael O'Neill, Juan Romero, Franz Rothlauf, Giovanni Squillero, Sima Uyar, Shengxiang Yang:
Applications of Evolutionary Computing, EvoWorkshops 2008: EvoCOMNET, EvoFIN, EvoHOT, EvoIASP, EvoMUSART, EvoNUM, EvoSTOC, and EvoTransLog, Naples, Italy, March 26-28, 2008. Proceedings. Lecture Notes in Computer Science 4974, Springer 2008, ISBN 978-3-540-78760-0 [contents] - 2007
- [j7]Michael Geisser, Armin Heinzl, Tobias Hildenbrand, Franz Rothlauf:
Verteiltes, internetbasiertes Requirements-Engineering. Wirtschaftsinf. 49(3): 199-207 (2007) - [c32]Daniel Beimborn, Rainer B. Fladung, Franz Rothlauf:
How to Configure Cost-optimal Procurement Consortia for Academic Libraries. AMCIS 2007: 316 - [c31]Thomas Butter, Franz Rothlauf, Jörn Grahl, Tobias Hildenbrand, Jens Arndt:
Genetic Algorithms for Finding Optimal Strategies for a Student's Game. CIG 2007: 346-351 - [c30]Peter A. N. Bosman, Jörn Grahl, Franz Rothlauf:
SDR: a better trigger for adaptive variance scaling in normal EDAs. GECCO 2007: 492-499 - [c29]Jella Pfeiffer, Franz Rothlauf:
Analysis of greedy heuristics and weight-coded eas for multidimensional knapsack problems and multi-unit combinatorial auctions. GECCO 2007: 1529 - [c28]Michael Geisser, Tobias Hildenbrand, Franz Rothlauf, Colin Atkinson:
An Evaluation Method for Requirements Engineering Approaches in Distributed Software Development Projects. ICSEA 2007: 39 - [c27]Jella Pfeiffer, Franz Rothlauf:
Greedy Heuristics and Weight-Coded EAs for Multidimensional Knapsack Problems and Multi-Unit Combinatorial Auctions. OR 2007: 153-158 - [c26]Kay Berkling, Michael Geisser, Tobias Hildenbrand, Franz Rothlauf:
Offshore Software Development: Transferring Research Findings into the Classroom. SEAFOOD 2007: 1-18 - [c25]Andreas Birkhofer, Sina Deibert, Franz Rothlauf:
Critical Success Factors for Mobile Field Service Applications: A Case Research. Wirtschaftsinformatik (1) 2007: 291-308 - [c24]Franz Rothlauf:
Konzeption und Implementierung eines Planungssystems für Schnittstellentests. Wirtschaftsinformatik (2) 2007: 483-500 - [e5]Mario Giacobini, Anthony Brabazon, Stefano Cagnoni, Gianni Di Caro, Rolf Drechsler, Muddassar Farooq, Andreas Fink, Evelyne Lutton, Penousal Machado, Stefan Minner, Michael O'Neill, Juan Romero, Franz Rothlauf, Giovanni Squillero, Hideyuki Takagi, Sima Uyar, Shengxiang Yang:
Applications of Evolutinary Computing, EvoWorkshops 2007: EvoCoMnet, EvoFIN, EvoIASP,EvoINTERACTION, EvoMUSART, EvoSTOC and EvoTransLog, Valencia, Spain, April11-13, 2007, Proceedings. Lecture Notes in Computer Science 4448, Springer 2007, ISBN 978-3-540-71804-8 [contents] - 2006
- [b3]Franz Rothlauf:
Representations for genetic and evolutionary algorithms (2. ed.). Springer 2006, ISBN 978-3-540-25059-3, pp. I-XVII, 1-325 - [j6]Anja Zöller, Lars Braubach, Alexander Pokahr, Franz Rothlauf, Torsten O. Paulussen, Winfried Lamersdorf, Armin Heinzl:
Evaluation of a Multi-Agent System for Hospital Patient Scheduling. Int. Trans. Syst. Sci. Appl. 1(4): 375-380 (2006) - [c23]Franz Rothlauf, Marie Oetzel:
On the Locality of Grammatical Evolution. EuroGP 2006: 320-330 - [c22]Jörn Grahl, Peter A. N. Bosman, Franz Rothlauf:
The correlation-triggered adaptive variance scaling IDEA. GECCO 2006: 397-404 - [c21]Thomas Butter, Franz Rothlauf, Jörn Grahl, Tobias Hildenbrand, Jens Arndt:
Genetic algorithms and mixed integer linear programs for optimal strategies in a student's "sports" activity. GECCO 2006: 1853-1854 - [c20]Thomas Butter, Sina Deibert, Franz Rothlauf:
Using Private and Public Context - An Approach for Mobile Discovery and Search Services. MMS 2006: 144-155 - [p3]Torsten O. Paulussen, Anja Zöller, Franz Rothlauf, Armin Heinzl, Lars Braubach, Alexander Pokahr, Winfried Lamersdorf:
Agent-Based Patient Scheduling in Hospitals. Multiagent Engineering 2006: 255-275 - [p2]Anja Zöller, Franz Rothlauf, Torsten O. Paulussen, Armin Heinzl:
Benchmarking of Multiagent Systems. Multiagent Engineering 2006: 557-574 - [e4]Franz Rothlauf, Jürgen Branke, Stefano Cagnoni, Ernesto Costa, Carlos Cotta, Rolf Drechsler, Evelyne Lutton, Penousal Machado, Jason H. Moore, Juan Romero, George D. Smith, Giovanni Squillero, Hideyuki Takagi:
Applications of Evolutionary Computing, EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, April 10-12, 2006, Proceedings. Lecture Notes in Computer Science 3907, Springer 2006, ISBN 3-540-33237-5 [contents] - 2005
- [j5]Dirk Reichelt, Franz Rothlauf:
Reliable Communication Network Design with Evolutionary Algorithms. Int. J. Comput. Intell. Appl. 5(2): 251-266 (2005) - [c19]Jörn Grahl, Stefan Minner, Franz Rothlauf:
Behaviour of UMDAc with truncation selection on monotonous functions. Congress on Evolutionary Computation 2005: 2553-2559 - [c18]Franz Rothlauf, Carsten Tzschoppe:
Making the Edge-Set Encoding Fly by Controlling the Bias of Its Crossover Operator. EvoCOP 2005: 202-212 - [c17]Franz Rothlauf, Daniel Schunk, Jella Pfeiffer:
Classification of human decision behavior: finding modular decision rules with genetic algorithms. GECCO 2005: 2021-2028 - [c16]Dirk Reichelt, Franz Rothlauf:
CURE: Eine Reparaturheuristik für die Planung ökonomischer und zuverlässiger Kommunikationsnetzwerke mit Hilfe von heuristischen Optimierungsverfahren. KiVS 2005: 283-294 - [c15]Dirk Reichelt, Franz Rothlauf:
Verfahren zur Bestimmung der Zuverlässigkeit von Kommunikationsnetzwerken: Eine Studie zu exakten und approximativen Verfahren. Sicherheit 2005: 89-100 - [e3]Franz Rothlauf, Jürgen Branke, Stefano Cagnoni, David W. Corne, Rolf Drechsler, Yaochu Jin, Penousal Machado, Elena Marchiori, Juan Romero, George D. Smith, Giovanni Squillero:
Applications of Evolutionary Computing, EvoWorkshops 2005: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Lausanne, Switzerland, March 30 - April 1, 2005, Proceedings. Lecture Notes in Computer Science 3449, Springer 2005, ISBN 3-540-25396-3 [contents] - [e2]Franz Rothlauf:
Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005. ACM 2005, ISBN 978-1-4503-7800-0 [contents] - 2004
- [j4]Franz Rothlauf, Armin Heinzl:
Gasteditorial. Künstliche Intell. 18(2): 4- (2004) - [j3]Franz Rothlauf, Torsten O. Paulussen, Armin Heinzl:
Service - Applications of Software Agents. Künstliche Intell. 18(2): 42 (2004) - [c14]Dirk Reichelt, Franz Rothlauf, Peter Gmilkowsky:
Designing Reliable Communication Networks with a Genetic Algorithm Using a Repair Heuristic. EvoCOP 2004: 177-187 - [c13]Carsten Tzschoppe, Franz Rothlauf, Hans Josef Pesch:
The Edge-Set Encoding Revisited: On the Bias of a Direct Representation for Trees. GECCO (2) 2004: 258-270 - [c12]Jörn Grahl, Franz Rothlauf:
PolyEDA: Combining Estimation of Distribution Algorithms and Linear Inequality Constraints. GECCO (1) 2004: 1174-1185 - [e1]Günther R. Raidl, Stefano Cagnoni, Jürgen Branke, David Corne, Rolf Drechsler, Yaochu Jin, Colin G. Johnson, Penousal Machado, Elena Marchiori, Franz Rothlauf, George D. Smith, Giovanni Squillero:
Applications of Evolutionary Computing, EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings. Lecture Notes in Computer Science 3005, Springer 2004, ISBN 3-540-21378-3 [contents] - 2003
- [j2]Franz Rothlauf, David E. Goldberg:
Redundant Representations in Evolutionary Computation. Evol. Comput. 11(4): 381-415 (2003) - [c11]Michael Schwind, Tim Stockheim, Franz Rothlauf:
Optimization heuristics for the combinatorial auction problem. IEEE Congress on Evolutionary Computation 2003: 1588-1595 - [c10]Franz Rothlauf:
Population Sizing for the Redundant Trivial Voting Mapping. GECCO 2003: 1307-1319 - [c9]Franz Rothlauf:
On the Locality of Representations. GECCO 2003: 1608-1609 - 2002
- [b2]Franz Rothlauf:
Representations for genetic and evolutionary algorithms. Studies in Fuzziness and Soft Computing 104, Springer 2002, ISBN 978-3-540-00610-7, pp. I-XIV, 1-289 [contents] - [j1]Franz Rothlauf, David E. Goldberg, Armin Heinzl:
Network Random Keys-A Tree Representation Scheme for Genetic and Evolutionary Algorithms. Evol. Comput. 10(1): 75-97 (2002) - [c8]Barbara Schindler, Franz Rothlauf, Hans Josef Pesch:
Evolution Strategies, Network Random Keys, and the One-Max Tree Problem. EvoWorkshops 2002: 143-152 - [c7]Franz Rothlauf:
The Influence Of Binary Representations Of Integers On The Performance Of Selectorecombinative Genetic Algorithms. GECCO 2002: 695 - [c6]Franz Rothlauf:
Binary Representations of Integers and the Performance of Selectorecombinative Genetic Algorithms. PPSN 2002: 99-110 - 2001
- [b1]Franz Rothlauf:
Towards a theory of representations for genetic and evolutionary algorithms - development of basic concepts and their application to binary and tree representations. Universität Bayreuth, 2001, pp. I-LVI, 1-412 - [c5]Thomas Gaube, Franz Rothlauf:
The Link and Node Biased Encoding Revisited: Bias and Adjustment of Parameters. EvoWorkshops 2001: 1-10 - [c4]Tobias Grosche, Armin Heinzl, Franz Rothlauf:
A Conceptual Approach for Simultaneous Flight Schedule Construction with Genetic Algorithms. EvoWorkshops 2001: 257-267 - [c3]Torsten O. Paulussen, Franz Rothlauf, Armin Heinzl:
Konzeption eines Koordinationsmechanismus zur dezentralen Ablaufplanung in medizinischen Behandlungspfaden (MEDPACO). Wirtschaftsinformatik 2001: 62 - [p1]Franz Rothlauf:
Towards a theory of representations for genetic and evolutionary algorithms: development of basic concepts and their application to binary and tree representations. Ausgezeichnete Informatikdissertationen 2001: 157-167 - 2000
- [c2]Franz Rothlauf, David E. Goldberg, Armin Heinzl:
Bad Codings and the Utility of Well-Designed Genetic Algorithms. GECCO 2000: 355-364 - [c1]Franz Rothlauf, David E. Goldberg:
Pruefer Numbers and Genetic Algorithms: A Lesson on How the Low Locality of an Encoding Can Harm the Performance of GAs. PPSN 2000: 395-404
Coauthor Index
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