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ORCID25th EvoApplications 2022: Madrid, Spain
- Juan Luis Jiménez Laredo
, José Ignacio Hidalgo, Kehinde O. Babaagba:
Applications of Evolutionary Computation - 25th European Conference, EvoApplications 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings. Lecture Notes in Computer Science 13224, Springer 2022, ISBN 978-3-031-02461-0
Applications of Evolutionary Computation
- Ruba Abu Khurma, Ibrahim Aljarah, Pedro A. Castillo, Khair Eddin Sabri:
An Enhanced Opposition-Based Evolutionary Feature Selection Approach. 3-14 - Juan Luis Jiménez Laredo, Loïs Naudin, Nathalie Corson, Carlos M. Fernandes:
A Methodology for Determining Ion Channels from Membrane Potential Neuronal Recordings. 15-29 - Mohammad Majid al-Rifaie, Tim Blackwell:
Swarm Optimised Few-View Binary Tomography. 30-45 - Marco Baioletti, Alfredo Milani, Valentino Santucci, Marco Tomassini:
Comparing Basin Hopping with Differential Evolution and Particle Swarm Optimization. 46-60 - Daniel Parra, Alberto Gutiérrez, José Manuel Velasco, Oscar Garnica, José Ignacio Hidalgo:
Combining the Properties of Random Forest with Grammatical Evolution to Construct Ensemble Models. 61-76 - Anh T. Dang, Raneem Qaddoura, Ala' M. Al-Zoubi, Hossam Faris, Pedro A. Castillo:
EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python. 77-92 - Atoosa Parsa, Dong Wang, Corey S. O'Hern, Mark D. Shattuck, Rebecca Kramer-Bottiglio, Josh C. Bongard:
Evolution of Acoustic Logic Gates in Granular Metamaterials. 93-109 - Simone Pellegrino, Massimo Rebuglio, Giovanni Squillero:
Public-Private Partnership: Evolutionary Algorithms as a Solution to Information Asymmetry. 110-123 - Manuel López-Ibáñez, Francisco Chicano, Rodrigo Gil-Merino:
The Asteroid Routing Problem: A Benchmark for Expensive Black-Box Permutation Optimization. 124-140 - Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati:
On the Difficulty of Evolving Permutation Codes. 141-156 - Mario A. Navarro, Alfonso Ramos-Michel, Angel Gaspar, Diego Oliva, Salvador Hinojosa, Seyed Jalaleddin Mousavirad, Marco Antonio Pérez Cisneros:
Improving the Convergence and Diversity in Differential Evolution Through a Stock Market Criterion. 157-172 - Niranjana Deshpande, Mohamed Wiem Mkaouer, Ali Ouni, Naveen Sharma:
Search-Based Third-Party Library Migration at the Method-Level. 173-190 - Hyunho Mo, Giovanni Iacca:
Multi-objective Optimization of Extreme Learning Machine for Remaining Useful Life Prediction. 191-206 - Risto Trajanov, Stefan Dimeski, Martin Popovski, Peter Korosec, Tome Eftimov:
Explainable Landscape Analysis in Automated Algorithm Performance Prediction. 207-222 - Yuri Cossich Lavinas, Claus Aranha, Gabriela Ochoa:
Search Trajectories Networks of Multiobjective Evolutionary Algorithms. 223-238 - Miguel Arieiro, Bruno Sousa:
EvoMCS: Optimising Energy and Throughput of Mission Critical Services. 239-254 - Seyed Jalaleddin Mousavirad, Mahshid Helali Moghadam, Mehrdad Saadatmand, Ripon K. Chakrabortty, Gerald Schaefer, Diego Oliva:
RWS-L-SHADE: An Effective L-SHADE Algorithm Incorporation Roulette Wheel Selection Strategy for Numerical Optimisation. 255-268 - J. Manuel Colmenar, Raúl Martín-Santamaría, José Ignacio Hidalgo:
WebGE: An Open-Source Tool for Symbolic Regression Using Grammatical Evolution. 269-282 - Demelza Robinson, Qi Chen, Bing Xue, Daniel Killeen, Keith C. Gordon, Mengjie Zhang:
A New Genetic Algorithm for Automated Spectral Pre-processing in Nutrient Assessment. 283-298
Evolutionary Computation in Edge, Fog, and Cloud Computing
- Peter C. R. Lane, Na Helian, Muhammad Haad Bodla, Minghua Zheng, Paul Moggridge:
Dynamic Hierarchical Structure Optimisation for Cloud Computing Job Scheduling. 301-316 - José Ángel Morell Martínez, Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque, Enrique Alba:
Optimising Communication Overhead in Federated Learning Using NSGA-II. 317-333
Evolutionary Machine Learning
- Sofia Pereira, João Correia, Penousal Machado:
Evolving Data Augmentation Strategies. 337-351 - Hiroki Shiraishi, Yohei Hayamizu, Iko Nakari, Hiroyuki Sato, Keiki Takadama:
Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS. 352-368 - Cristina Y. Morimoto, Aurora T. R. Pozo, Marcílio Carlos Pereira de Souto:
Detecting Nested Structures Through Evolutionary Multi-objective Clustering. 369-385 - Tim Hansmeier, Marco Platzner:
Integrating Safety Guarantees into the Learning Classifier System XCS. 386-401 - Steven Künzel, Silja Meyer-Nieberg:
ANN-EMOA: Evolving Neural Networks Efficiently. 402-417 - Rui P. Cardoso, Emma Hart, David Burth Kurka, Jeremy Pitt:
Augmenting Novelty Search with a Surrogate Model to Engineer Meta-diversity in Ensembles of Classifiers. 418-434 - Leonardo Lucio Custode, Hyunho Mo, Giovanni Iacca:
Neuroevolution of Spiking Neural P Systems. 435-451 - Michael Kogan, Joshua Karns, Travis Desell:
Self-adaptation of Neuroevolution Algorithms Using Reinforcement Learning. 452-467
Soft Computing Applied to Games
- Matthias Groß, Dietlind Zühlke, Boris Naujoks:
Automating Speedrun Routing: Overview and Vision. 471-486 - Johanna Lange, Mario Stanke, Marc Ebner:
Co-evolution of Spies and Resistance Fighters. 487-502 - Brahim Driss, Tristan Cazenave:
Deep Catan. 503-513
Machine Learning and AI in Digital Healthcare and Personalized Medicine
- Irene Azzali, Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Mario Giacobini, Leonardo Vanneschi:
Vectorial GP for Alzheimer's Disease Prediction Through Handwriting Analysis. 517-530 - Giuseppe De Gregorio, Antonio Della Cioppa, Angelo Marcelli:
Negative Selection Algorithm for Alzheimer's Diagnosis: Design and Performance Evaluation. 531-546
Evolutionary Computation in Image Analysis, Signal Processing and Pattern Recognition
- Mohamed Mounir E. L. Mendili, Noémie Villard, Brice Tiret, Raphaël Chen, Damien Galanaud, Benoît Magnin, Stéphane Lehéricy, Pierre-Franois Pradat, Evelyne Lutton, Salma Mesmoudi:
Ground-Truth Segmentation of the Spinal Cord from 3T MR Images Using Evolutionary Computation. 549-563
Applications of Nature-Inspired Computing for Sustainability and Development
- Zakaria Abdelmoiz Dahi, Gabriel Luque, Enrique Alba:
A Machine Learning-Based Approach for Economics-Tailored Applications: The Spanish Case Study. 567-583 - Christian Cintrano, Jamal Toutouh:
Multiobjective Electric Vehicle Charging Station Locations in a City Scale Area: Malaga Study Case. 584-600
Resilient Bio-inspired Algorithms
- Roberto Pineda, Gustavo Olague, Gerardo Ibarra-Vázquez, Axel Martinez, Jonathan Vargas, Isnardo Reducindo:
Brain Programming and Its Resilience Using a Real-World Database of a Snowy Plover Shorebird. 603-618 - Carlos Cotta, Gustavo Olague:
Resilient Bioinspired Algorithms: A Computer System Design Perspective. 619-631
Evolutionary Robotics
- Amine M. Boumaza:
Seeking Specialization Through Novelty in Distributed Online Collective Robotics. 635-650 - Emma Stensby Norstein, Kai Olav Ellefsen, Kyrre Glette:
Open-Ended Search for Environments and Adapted Agents Using MAP-Elites. 651-666 - Rodrigo Moreno, Andrés Faiña:
Out of Time: On the Constrains that Evolution in Hardware Faces When Evolving Modular Robots. 667-682
Analysis of Evolutionary Computation Methods: Theory, Empirics, and Real-world Applications
- Stefano Sarti, Jason Adair, Gabriela Ochoa:
Neuroevolution Trajectory Networks of the Behaviour Space. 685-703 - Maxim Pikalov, Vladimir Mironovich:
Parameter Tuning for the (1 + (λ , λ )) Genetic Algorithm Using Landscape Analysis and Machine Learning. 704-720 - Masahiro Nomura, Isao Ono:
Towards a Principled Learning Rate Adaptation for Natural Evolution Strategies. 721-737 - Massimo Fornasier, Timo Klock, Konstantin Riedl:
Convergence of Anisotropic Consensus-Based Optimization in Mean-Field Law. 738-754
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