| 2019 | A Biased Random Key Genetic Algorithm with Local Search Chains for Molecular Docking. Pablo Felipe Leonhart, Márcio Dorn |
| 2019 | A Comparison of Different Many-Objective Optimization Algorithms for Energy System Optimization. Tobias Rodemann |
| 2019 | A Cultural Algorithm for Determining Similarity Values Between Users in Recommender Systems. Kalyani Selvarajah, Ziad Kobti, Mehdi Kargar |
| 2019 | A Flexible Dissimilarity Measure for Active and Passive 3D Structures and Its Application in the Fitness-Distance Analysis. Maciej Komosinski, Agnieszka Mensfelt |
| 2019 | A Hybrid Multiobjective Differential Evolution Approach to Stator Winding Optimization. André M. Silva, Fernando J. T. E. Ferreira, Carlos Henggeler Antunes |
| 2019 | A Knowledge Based Differential Evolution Algorithm for Protein Structure Prediction. Pedro Henrique Narloch, Márcio Dorn |
| 2019 | A Matheuristic for Green and Robust 5G Virtual Network Function Placement. Thomas Bauschert, Fabio D'Andreagiovanni, Andreas Kassler, Chenghao Wang |
| 2019 | Ant Colony Optimization for Optimized Operation Scheduling of Combined Heat and Power Plants. Johannes Mast, Stefan Rädle, Joachim Gerlach, Oliver Bringmann |
| 2019 | Applications of Evolutionary Computation - 22nd International Conference, EvoApplications 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings Paul Kaufmann, Pedro A. Castillo |
| 2019 | Body Symmetry in Morphologically Evolving Modular Robots. T. van de Velde, Claudio Rossi, A. E. Eiben |
| 2019 | Coevolution of Generative Adversarial Networks. Victor Costa, Nuno Lourenço, Penousal Machado |
| 2019 | Compact Optimization Algorithms with Re-Sampled Inheritance. Giovanni Iacca, Fabio Caraffini |
| 2019 | Design of Powered Floor Systems for Mobile Robots with Differential Evolution. Eric Medvet, Stefano Seriani, Alberto Bartoli, Paolo Gallina |
| 2019 | Early Detection of Botnet Activities Using Grammatical Evolution. Selim Yilmaz, Sevil Sen |
| 2019 | Effects of Input Addition in Learning for Adaptive Games: Towards Learning with Structural Changes. Iago Bonnici, Abdelkader Gouaïch, Fabien Michel |
| 2019 | Efficient Online Hyperparameter Adaptation for Deep Reinforcement Learning. Yinda Zhou, Weiming Liu, Bin Li |
| 2019 | Evolutionary Algorithms for the Design of Quantum Protocols. Walter O. Krawec, Stjepan Picek, Domagoj Jakobovic |
| 2019 | Evolutionary Computation Techniques for Constructing SAT-Based Attacks in Algebraic Cryptanalysis. Artem Pavlenko, Alexander A. Semenov, Vladimir Ulyantsev |
| 2019 | Evolutionary Successful Strategies in a Transparent iterated Prisoner's Dilemma. Anton M. Unakafov, Thomas Schultze, Igor Kagan, Sebastian Möller, Alexander Gail, Stefan Treue, Stephan Eule, Fred Wolf |
| 2019 | Evolving Recurrent Neural Networks for Time Series Data Prediction of Coal Plant Parameters. AbdElRahman ElSaid, Steven A. Benson, Shuchita Patwardhan, David Stadem, Travis Desell |
| 2019 | Evolving Robots on Easy Mode: Towards a Variable Complexity Controller for Quadrupeds. Tønnes F. Nygaard, Charles P. Martin, Jim Tørresen, Kyrre Glette |
| 2019 | Evolving Trust Formula to Evaluate Data Trustworthiness in VANETs Using Genetic Programming. Mehmet Aslan, Sevil Sen |
| 2019 | Exploring Concurrent and Stateless Evolutionary Algorithms. Juan Julián Merelo Guervós, Juan Luis Jiménez Laredo, Pedro A. Castillo, José Mario García Valdez, Sergio Rojas Galeano |
| 2019 | Free Form Evolution for Angry Birds Level Generation. Laura Calle, Juan Julián Merelo Guervós, Antonio Mora García, José Mario García Valdez |
| 2019 | Fundamental Flowers: Evolutionary Discovery of Coresets for Classification. Pietro Barbiero, Alberto Paolo Tonda |
| 2019 | GA-Novo: De Novo Peptide Sequencing via Tandem Mass Spectrometry Using Genetic Algorithm. Samaneh Azari, Bing Xue, Mengjie Zhang, Lifeng Peng |
| 2019 | GAMER: A Genetic Algorithm with Motion Encoding Reuse for Action-Adventure Video Games. Tasos Papagiannis, Georgios Alexandridis, Andreas Stafylopatis |
| 2019 | Genetic Programming for Feature Selection and Feature Combination in Salient Object Detection. Shima Afzali, Harith Al-Sahaf, Bing Xue, Christopher Hollitt, Mengjie Zhang |
| 2019 | Improving NeuroEvolution Efficiency by Surrogate Model-Based Optimization with Phenotypic Distance Kernels. Jörg Stork, Martin Zaefferer, Thomas Bartz-Beielstein |
| 2019 | Influence of Local Selection and Robot Swarm Density on the Distributed Evolution of GRNs. Iñaki Fernández Pérez, Stéphane Sanchez |
| 2019 | Introducing Weighted Intermediate Recombination in On-Line Collective Robotics, the ( $$\mu /\mu _{\mathrm {W}}, 1$$ )-On-line EEA. Amine M. Boumaza |
| 2019 | Memetic Evolution of Classification Ensembles. Szymon Piechaczek, Michal Kawulok, Jakub Nalepa |
| 2019 | On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets. Ahmed Hallawa, Elisabeth Zechendorf, Yi Song, Anke Schmeink, Arne Peine, Lukas Martin, Gerd Ascheid, Guido Dartmann |
| 2019 | Optimizing the C Index Using a Canonical Genetic Algorithm. Thomas A. Runkler, James C. Bezdek |
| 2019 | Particle Swarm Optimization: Understanding Order-2 Stability Guarantees. Christopher Wesley Cleghorn |
| 2019 | Prolong the Network Lifetime of Wireless Underground Sensor Networks by Optimal Relay Node Placement. Thi Tam Nguyen, Huynh Thi Thanh Binh, Tran Huy Hung, Dinh Anh Dung, Vinh Trong Le |
| 2019 | Quantifying the Effects of Increasing User Choice in MAP-Elites Applied to a Workforce Scheduling and Routing Problem. Neil Urquhart, Emma Hart, William Hutcheson |
| 2019 | Self-sustainability Challenges of Plants Colonization Strategies in Virtual 3D Environments. Kevin Godin-Dubois, Sylvain Cussat-Blanc, Yves Duthen |
| 2019 | Solving the Multi-objective Flexible Job-Shop Scheduling Problem with Alternative Recipes for a Chemical Production Process. Piotr Dziurzanski, Shuai Zhao, Jerry Swan, Leandro Soares Indrusiak, Sebastian Scholze, Karl Krone |
| 2019 | Supporting Medical Decisions for Treating Rare Diseases Through Genetic Programming. Illya Bakurov, Mauro Castelli, Leonardo Vanneschi, Maria João Freitas |
| 2019 | The Evolution of Self-taught Neural Networks in a Multi-agent Environment. Nam Le, Anthony Brabazon, Michael O'Neill |
| 2019 | Trophallaxis, Low-Power Vision Sensors and Multi-objective Heuristics for 3D Scene Reconstruction Using Swarm Robotics. Maria Carrillo, Javier Sánchez Cubillo, Eneko Osaba, Miren Nekane Bilbao, Javier Del Ser |
| 2019 | Variable-Length Representation for EC-Based Feature Selection in High-Dimensional Data. Nicole Dalia Cilia, Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca |