- The review process is now over: 180 papers have been accepted as full papers. They will be published in the Proceedings (and hence in the Digital Library) and presented during one of the sessions of the conference.
- Search the list below by typing text in the column headers.
- See also the list of accepted posters.
- The Call for Papers and the Papers Submission Instructions are still available for your information.
List of Accepted Papers
| Track | Title | Authors |
|---|---|---|
| GP | An Online Genetic Programming Approach to Dynamic Production Scheduling | Binh Tran (La Trobe University), Su Nguyen (RMIT University) |
| SI | HSEPSO: A Hierarchical Self-Evolutionary PSO Approach for UAV Path Planning | Jie Wei (Dongguan University of Technology), Yuhui Zhang (Dongguan University of Technology), Wenhong Wei (Dongguan University of Technology) |
| EMO | R2 Indicator Analysis using the Optimal Distributions of Solutions for R2 and Other Indicators | Yang Nan (Southern University of Science and Technology), Hisao Ishibuchi (Southern University of Science and Technology), Tianye Shu (Southern University of Science and Technology), Ke Shang (National Engineering Laboratory for Big Data System Computing Technology) |
| EMO | Analyzing the Landscape of the Indicator-based Subset Selection Problem | Keisuke Korogi (Yokohama National University), Ryoji Tanabe (Yokohama National University) |
| GECH | Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms | Adam Żychowski (Warsaw University of Technology), Xin Yao (Lingnan University), Jacek Mańdziuk (Warsaw University of Technology, AGH University of Krakow) |
| NE | Integrating Neural Architecture Search and Rematerialization for Efficient On-Device Learning | Chih-Ling Chen (National Yang Ming Chiao Tung University), Kai-Chiang Wu (National Yang Ming Chiao Tung University), Ning-Chi Huang (National Yang Ming Chiao Tung University) |
| EML | Enhancing XCS with Dual-Stream Identification for Perceptual Aliasing in Multi-Step Decision-Making | Fumito Uwano (Okayama University), Will N. Browne (Queensland University of Technology) |
| ECOM | Ant Colony Optimization Algorithm for Safest Path Computation in Presence of Correlated Failures in Backbone Networks | Zoltán Tasnádi (Babes-Bolyai University), Balázs Vass (Babes-Bolyai University), Noemi Gasko (Babes-Bolyai University) |
| SI | Congestion-Aware Multi-Agent Path Planning for Pick-up and Delivery Tasks | Mehrdad Asadi (Vrije Universiteit Brussel), Ann Nowé (Vrije Universiteit Brussel), Javad Ghofrani (University of Luebeck) |
| RWA | On seeking the dependency in bimodal land-use allocation problems | Jakub Maciążek (Wroclaw University of Science and Technology), Michal Witold Przewozniczek (Wroclaw University of Science and Technology), Jonas Schwaab (ETH Zürich) |
| ECOM | A Path-Relinking-based Heuristic for the Multiobjective Subgraph Problem | Daniela Scherer dos Santos (University of Coimbra), Kathrin Klamroth (University of Wuppertal), Pedro Martins (ISCAC - Polytechnic Institute of Coimbra), Luís Paquete (University of Coimbra) |
| EMO | Reference Point Specification in Greedy Inclusion Hypervolume-based Subset Selection: A Study on Two Objectives | Adrián Isaí Morales-Paredes (Tecnológico de Monterrey), Jesús Guillermo Falcón-Cardona (Tecnológico de Monterrey), Julio Juárez (Tecnológico de Monterrey), Hugo Terashima-Marín (Tecnológico de Monterrey), Carlos A. Coello Coello (Cinvestav) |
| EMO | On the Pareto Set and Front of Multiobjective Spherical Functions with Convex Constraints | Anne Auger (Inria, Ecole Polytechnique, IP Paris), Dimo Brockhoff (Inria, Ecole Polytechnique, IP Paris), Jordan Cork (Jožef Stefan Institute, Jožef Stefan International Postgraduate School), Tea Tušar (Jožef Stefan Institute, Jožef Stefan International Postgraduate School) |
| GA | Dramatically Faster Partition Crossover for the Traveling Salesman Problem | Ozeas Quevedo de Carvalho (Colorado State University), Darrell Whitley (Colorado State University) |
| THEORY | Improved Runtime Analysis of a Multi-Valued Compact Genetic Algorithm on Two Generalized OneMax Problems | Sumit Adak (Technical University of Denmark), Carsten Witt (Technical University of Denmark) |
| EMO | Variable Metric Evolution Strategies for High-dimensional Multi-Objective Optimization | Tobias Glasmachers (Ruhr-Universität Bochum) |
| RWA | Ensemble Phased Genetic Programming for Roundabout Turn Restriction Prediction | Darren Chitty (University of Exeter), Ayah Helal (Manchester Metropolitan University), Sareh Rowlands (University of Exeter), Craig Willis (University of Exeter), Christopher Underwood (City Science), Ed Keedwell (University of Exeter) |
| ENUM | A Perturbation and Speciation-Based Algorithm for Dynamic Optimization Uninformed of Change | Federico Signorelli (Vrije Universiteit Amsterdam, University of Amsterdam), Anil Yaman (Vrije Universiteit Amsterdam) |
| EML | Adversarial attacks to image classification systems using evolutionary algorithms | Sergio Nesmachnow (Universidad de la República), Jamal Toutouh (Universidad de Málaga, Massachusetts Institute of Technology) |
| RWA | Multi-Agent Swarm Optimization for Decentralized Energy Management Considering Game Behaviors of Electric Vehicles | Tai-You Chen (South China University of Technology), Feng-Feng Wei (South China University of Technology), Wei-Neng Chen (South China University of Technology) |
| GP | Desire-Driven Selection: An Epigenetic Experiment in Genetic Programming | José Maria Simões (University of Coimbra), Penousal Machado (University of Coimbra), Nuno Lourenço (University of Coimbra) |
| L4EC | Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study | Zeyuan Ma (South China University of Technology), Zhiyang Huang (South China University of Technology), Jiacheng Chen (South China University of Technology), Zhiguang Cao (Singapore Management University), Yue-Jiao Gong (South China University of Technology) |
| EML | Transformers as Surrogate Models for Genetic Programming in AutoML Tasks | Matheus Cândido Teixeira (Instituto Federal de Mato Grosso), Gisele Lobo Pappa (Universidade Federal de Minas Gerais) |
| NE | CPPN-WFC: Extending Wave Function Collapse to Generate Globally Coherent Content | Oleg Jarma Montoya (IT University of Copenhagen), Frantisek Srb (IT University of Copenhagen), Djordje Grbic (IT University of Copenhagen), Sebastian Risi (IT University of Copenhagen) |
| THEORY | Runtime Analysis of Evolutionary Multitasking for Classical Benchmark Problems | Johannes Lengler (ETH Zurich), Aneta Neumann (The University of Adelaide), Frank Neumann (The University of Adelaide) |
| L4EC | Automatic Design of Specialized Variation Operators for the Multi-Objective Quadratic Assignment Problem | Adrián Isaí Morales-Paredes (Tecnológico de Monterrey), Julio Juárez (Tecnológico de Monterrey), Jesús Guillermo Falcón-Cardona (Tecnológico de Monterrey), Hugo Terashima-Marín (Tecnológico de Monterrey), Carlos A. Coello Coello (Cinvestav) |
| EMO | Addressing Heterogeneous Evaluation Times in Constrained Multi-Objective Optimization using a Mixed-Fidelity Evaluation Technique: Proof-of-Concept Results | Balija Santoshkumar (Michigan State University), Kalyanmoy Deb (Michigan State University) |
| BBSR | MILPBench: A Large-scale Benchmark Test Suite for Mixed Integer Linear Programming Problems | Huigen Ye (Tsinghua University), Yaoyang Cheng (Hong Kong Baptist University), Hua Xu (Tsinghua University), Zhiguang Cao (Singapore Management University), Hanzhang Qin (National University of Singapore) |
| CS | Dominated Novelty Search: Rethinking Local Competition in Quality-Diversity | Ryan Bahlous-Boldi (University of Massachusetts Amherst), Maxence Faldor (Imperial College London), Luca Grillotti (Imperial College London), Hannah Janmohamed (Imperial College London), Lisa Coiffard (Imperial College London), Lee Spector (Amherst College), Antoine Cully (Imperial College London) |
| EML | PropNEAT - Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks | Michael Merry (University of Auckland), Patricia Riddle (University of Auckland), James Warren (University of Auckland) |
| THEORY | Random Gradient Hyper-heuristics Can Learn to Escape Local Optima in Multimodal Optimisation | Yuxuan Ma (Southern University of Science and Technology), Pietro S. Oliveto (Department of Computer Science and Engineering, Southern University of Science and Technology, The Research Institute of Trustworthy Autonomous Systems, Southern University of Science and Technology), John Alasdair Warwicker (Karlsruhe Institute of Technology) |
| EMO | An Evolutionary Algorithm for Solving Decision Space Constrained Multi-Objective Binary Optimization Problems | Felipe Honjo Ide (Shinshu University), Hernan Aguirre (Shinshu University), Kiyoshi Tanaka (Shinshu University) |
| EML | LAOS: Large Language Model-Driven Adaptive Operator Selection for Evolutionary Algorithms | Yisong Zhang (Harbin Institute of Technology), Guoxing Yi (Harbin Institute of Technology) |
| BBSR | When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? | Eleni Nisioti (IT University of Copenhagen), Erwan Plantec (IT University of Copenhagen), Milton Llera Montero (IT University of Copenhagen), Joachim Winther Pedersen (IT University of Copenhagen), Sebastian Risi (IT University of Copenhagen) |
| L4EC | The Pitfalls of Benchmarking in Algorithm Selection: What We Are Getting Wrong | Gašper Petelin (Jozef Stefan Institute, Jožef Stefan International Postgraduate School), Gjorgjina Cenikj (Jozef Stefan Institute, Jožef Stefan International Postgraduate School) |
| RWA | GA-PRE: A Genetic Algorithm-Based Automatic Data Preprocessing Algorithm | Jian Jiao (Shaanxi Normal University), Liu Yuan (Shaanxi Normal University) |
| GECH | Hybrid Selection Allows Steady-State Evolutionary Algorithms to Control the Selective Pressure in Multimodal Optimisation | Dogan Corus (Istanbul Bilgi University), Pietro S. Oliveto (Department of Computer Science and Engineering, Southern University of Science and Technology, The Research Institute of Trustworthy Autonomous Systems, Southern University of Science and Technology), Feiyang Zheng (Southern University of Science and Technology) |
| ECOM | Performance Comparison between Evolutionary Algorithms and Linear Programming-based Relaxation Methods for Multi-Objective Knapsack Problems | Cheng Gong (City University of Hong Kong), Ping Guo (City University of Hong Kong), Lie Meng Pang (Southern University of Science and Technology), Qingfu Zhang (City University of Hong Kong), Hisao Ishibuchi (Southern University of Science and Technology) |
| EML | Interpretable Non-linear Survival Analysis with Evolutionary Symbolic Regression | Luigi Rovito (University of Trieste), Marco Virgolin (InSilicoTrials Technologies) |
| L4EC | Deep reinforcement learning for instance-specific algorithm configuration | Elias Schede (Bielefeld University), Moritz Seiler (University of Paderborn), Kevin Tierney (Bielefeld University), Heike Trautmann (University of Paderborn) |
| ECOM | Elitist Evolutionary Algorithm for Optimization on Sets of Points | Takumi Matsuo (Yokohama National University), Kento Uchida (Yokohama National University), Shinichi Shirakawa (Yokohama National University) |
| GA | How Partition Crossover Exposes Parallel Lattices and the Fractal Structure of k-Bounded Functions | Darrell Whitey (Colorado State University), Gabriela Ochoa (University of Stirling), Francisco Chicano (ITIS Software, University of Malaga) |
| GA | Gradient-Free Sparse Adversarial Attack on Object Detection Models | Chi Cuong Le (University of Information Technology (UIT), VNU-HCM, Vietnam National University - Ho Chi Minh City (VNU-HCM)), Tri Phan (University of Information Technology (UIT), VNU-HCM, Vietnam National University - Ho Chi Minh City (VNU-HCM)), Ngoc Hoang Luong (University of Information Technology (UIT), VNU-HCM, Vietnam National University - Ho Chi Minh City (VNU-HCM)) |
| SI | Learning Grouping Heuristics in Ant Colony Optimization for Combinatorial Problems | Aseel Ismael Ali (University of Exeter, Gifted Guardianship Committee, Minister of Education, Iraq), Edward Keedwell (University of Exeter), Ayah Helal (Manchester Metropolitan University) |
| SI | Lifelong Evolution of Swarms | Lorenzo Leuzzi (University of Pisa), Davide Bacciu (University of Pisa), Sabine Hauert (University of Bristol), Simon Jones (University of Bristol), Andrea Cossu (University of Pisa) |
| GECH | Augmented Decision Spaces for Stackelberg Security Games: Sparse evolution begets scalability | Adam Żychowski (Warsaw University of Technology), Abhishek Gupta (Indian Institute Of Technology Goa), Yew Soon Ong (Nanyang Technological University), Jacek Mańdziuk (Warsaw University of Technology, AGH University of Krakow) |
| ENUM | Surrogate-Assisted CMA-ES for Problems with Low Effective Dimensionality | Yuta Sekino (Yokohama National University), Yohei Watanabe (Yokohama National University), Kento Uchida (Yokohama National University), Shinichi Shirakawa (Yokohama National University) |
| EMO | Genotype vs. Phenotype: A Crossover Operator Comparison for the Multi-Objective Coverage Path Planning Problem | Lukas Bostelmann-Arp (Otto-von-Guericke University), Christoph Steup (Otto-von-Guericke University), Sanaz Mostaghim (Otto-von-Guericke University, Fraunhofer Institute for Transportation and Infrastructure Systems IVI) |
| EMO | Customized Exploration of Landscape Features Driving Multi-Objective Combinatorial Optimization Performance | Ana Nikolikj (Jožef Stefan Institute, Jožef Stefan International Postgraduate School), Gabriela Ochoa (University of Stirling), Tome Eftimov (Jožef Stefan Institute) |
| GA | Energy and Performance Analysis of Parallel Heterogeneous Genetic Algorithms under Various CPU and GPU DVFS Governors: A Preliminary Study on Predictive Profiling | Amr Abdelhafez (South East Technological University, University College Dublin), Alexey Lastovetsky (UCD School of Computer Science) |
| RWA | Optimization of Conformal Cooling Channels for Injection Molding Using Multi-Objective Artificial Intelligence Techniques | Antonio Gaspar-Cunha (Institute for Polymers and Composites, University of Minho), João Melo (Institute for Polymers and Composites, University of Minho), Tomás Marques (Institute for Polymers and Composites, University of Minho), António Pontes (Institute for Polymers and Composites, University of Minho) |
| ENUM | Classification-Based Linear Surrogate Modeling of Constraints for AL-CMA-ES | Oskar Girardin (Inria, École Polytechnique), Nikolaus Hansen (Inria, École Polytechnique), Dimo Brockhoff (Inria, École Polytechnique), Anne Auger (Inria, École Polytechnique) |
| GP | Program Synthesis with LLM-Predicted Minimal Specialized Grammars | David Vella Zarb (University of Cambridge), Geoff Parks (University of Cambridge), Timoleon Kipouros (University of Cambridge) |
| EML | Rule-based Machine Learning: Separating Rule and Rule-Set Pareto-Optimization for Interpretable Noise-Agnostic Modeling | Gabriel Lipschutz-Villa (University of Pennsylvania), Harsh Bandhey (Cedars-Sinai Medical Center), Ruonan Yin (Independent Consultant), Malek Kamoun (University of Pennsylvania), Ryan Urbanowicz (Cedars-Sinai Medical Center) |
| EMO | Improved Convergence-relaxed Mechanism for Handling Imbalance Between Convergence and Diversity in the Decision Space in Multimodal Multi-objective optimization | Zhipan Li (Hunan University), Wenkai Mao (Hunan University), Huigui Rong (Hunan University), Jianguo Chen (Sun Yat-sen University), Shengxu Huo (Hunan University), Zilu Zhao (Xi'an Jiaotong University) |
| BBSR | Why We Should be Benchmarking Evolutionary Algorithms on Neural Network Training Tasks | Katherine Mary Malan (University of South Africa), Mario Andrés Muñoz (University of Melbourne) |
| CS | Multi-Objective Quality-Diversity in Unstructured and Unbounded Spaces | Hannah Janmohamed (Imperial College), Antoine Cully (Imperial College London) |
| RWA | Search-based Generation of Waypoints for Triggering Self-Adaptations in Maritime Autonomous Vessels | Karoline Nylænder (Simula Research Laboratory, Oslo Metropolitan University), Aitor Arrieta (Mondragon University), Shaukat Ali (Simula Research Laboratory), Paolo Arcaini (National Institute of Informatics) |
| EMO | Exploring Phase-Specific Configuration of Interactive Evolutionary Multiobjective Optimization Methods | Giomara Larraga (University of Jyväskylä), Kaisa Miettinen (University of Jyväskylä) |
| NE | Visualizing the Dynamics of Neuroevolution with Genetic Distance Projections | Evan Hayden Patterson (Rochester Institute of Technology), Joshua Karns (Rochester Institute of Technology), Zimeng Lyu (Rochester Institute of Technology), Travis Desell (Rochester Institute of Technology) |
| EML | Dataset Reduction for Offline Reinforcement Learning using Genetic Algorithms with Image-Based Heuristics | Enrique Mateos-Melero (Universidad Carlos III de Madrid), Miguel Iglesias Alcázar (Universidad Carlos III de Madrid), Raquel Fuentetaja (Universidad Carlos III de Madrid), Fernando Fernández (Universidad Carlos III de Madrid) |
| ECOM | PGU-SGP: A Pheno-Geno Unified Surrogate Genetic Programming For Real-life Container Terminal Truck Scheduling | Leshan Tan (University of Nottingham Ningbo China), Chenwei Jin (University of Nottingham Ningbo China), Xinan Chen (University of Nottingham Ningbo China), Rong Qu (University of Nottingham Nottingham UK), Ruibin Bai (University of Nottingham Ningbo China) |
| CS | Extract-QD Framework: A Generic Approach for Quality-Diversity in Noisy, Stochastic or Uncertain Domains | Manon Flageat (Imperial College), Johann Huber (Sorbonne Université), François Helenon (Sorbonne Université), Stephane Doncieux (Sorbonne Université), Antoine Cully (Imperial College) |
| L4EC | Learning Adaptive Neighborhood Search with Dual Operator Selection for Capacitated Vehicle Routing Problem | Xiang-Ling Chen (Victoria University of Wellington), Yi Mei (Victoria University of Wellington), Mengjie Zhang (Victoria University of Wellington) |
| ECOM | Ant Colony Optimization with Policy Gradients and Replay | William Jardee (Montana State University), John Sheppard (Montana State University) |
| SI | Adaptive Multi-Population Dynamic Optimization for Multimodal Dynamic Function Optimization | Shoei Fujita (The University of Electro-Communications), Ryuki Ishizawa (The University of Tokyo), Hiroyuki Sato (The University of Electro-Communications), Keiki Takadama (The University of Tokyo) |
| EML | Evolutionary Quadtree Pooling for Convolutional Neural Networks | Po-Wei Harn (National Central University), Bo Hui (University of Tulsa), Libo Sun (Auburn University), Wei-Shinn Ku (Auburn University) |
| GP | Multi-Objective Genetic Programming for Imbalanced Classification with Adaptive Thresholds and a New Fitness Function | Minghui Bai (College of Information Science and Technology, Hebei Agricultural University), Xiaoying Gao (School of Engineering and Computer Science, Victoria University of Wellington), Jiaxin Niu (College of Information Science and Technology, Hebei Agricultural University), Jianbin Ma (College of Information Science and Technology, Hebei Agricultural University) |
| NE | Evolving Comprehensive Proxies for Zero-Shot Neural Architecture Search | Junhao Huang (Victoria University of Wellington), Bing Xue (Victoria University of Wellington), Yanan Sun (Sichuan University), Mengjie Zhang (Victoria University of Wellington) |
| EMO | Constrained Multi-objective Optimization with Search Direction Learning | Mingcheng Zuo (china university of mining and technology), Dunwei Gong (Qingdao University of Science and Technology), Tianyang Xue (china university of mining and technology), Chunliang Zhao (Qingdao University of Science and Technology), Yongde Guo (University of Macau) |
| BBSR | Evolving Diverse Differentiating Stochastic Constraints Using Multi-objective Indicators | Saba Sadeghi Ahouei (Univerisity of Adelaide), Aneta Neumann (Univerisity of Adelaide), Frank Neumann (Univerisity of Adelaide) |
| L4EC | Learning Graph Configuration Spaces to Support Road Network Design Optimisation | Michael Mittermaier (Trinity College Dublin), Takfarinas Saber (University of Galway), Goetz Botterweck (Trinity College Dublin) |
| BBSR | RandOptGen: A Unified Random Problem Generator for Single- and Multi-Objective Optimization Problems with Mixed-Variable Input Spaces | Moritz Vinzent Seiler (Paderborn University), Oliver Ludger Preuß (Paderborn University), Heike Trautmann (Paderborn University, University of Twente) |
| EMO | High-Dimensional Expensive Multiobjective Optimization Using a Surrogate-Assisted Multifactorial Evolutionary Algorithm | Yuma Horaguchi (Yokohama National University), Masaya Nakata (Yokohama National University) |
| ECOM | Ant Colony Optimization for Tourist Route Planning | Li-Ting Xu (Nanjing University of Information Science and Technology), Qiang Yang (Nanjing University of Information Science and Technology), Dan-Ting Duan (Communication University of China), Xin Lin (Nanjing University of Information Science and Technology), Cheng-Zhi Qu (Nanjing University of Information Science and Technology), Zhen-Yu Lu (Nanjing University of Information Science and Technology), Jun Zhang (Hanyang University) |
| ENUM | Toward Efficient Mixed-Integer Black-Box Optimization via Evolution Strategies with Plateau Handling Techniques | Tuan Anh Nguyen (University of Information Technology (UIT), VNU-HCM, Vietnam National University - Ho Chi Minh City (VNU-HCM)), Ngoc Hoang Luong (University of Information Technology (UIT), VNU-HCM, Vietnam National University - Ho Chi Minh City (VNU-HCM)) |
| THEORY | Why Dominance Is Not Enough: Lessons from Practical Evolutionary Multi-Objective Algorithms | Duc-Cuong Dang (University of Passau), Andre Opris (University of Passau), Dirk Sudholt (University of Passau) |
| CS | Fertility During Learning in Evolutionary Robot Systems | Jacopo Michele Di Matteo (Vrije Universiteit Amsterdam), Oliver Weissl (fortiss GmbH), Agoston Endre Eiben (Vrije Universiteit Amsterdam) |
| RWA | Orthogonal Genetic Algorithm for Efficient Delivery Route Planning in TSP-D | Iyed Nasra (ENSI), Hervé Camus (Ecole Centrale de Lille, Cité Scientifique, BP 48, 59651 Villeneuve D'Ascq cedex), Ghaith Manita (FST), Amine Dhraief (ESEN, University of Manouba), Ouajdi Korbaa (ISITCOM, University of Sousse) |
| ENUM | CatCMA with Margin: Stochastic Optimization for Continuous, Integer, and Categorical Variables | Ryoki Hamano (CyberAgent), Masahiro Nomura (CyberAgent), Shota Saito (Yokohama National University, SKILLUP NeXt Ltd.), Kento Uchida (Yokohama National University), Shinichi Shirakawa (Yokohama National University) |
| RWA | Navigating Path-Influenced Environments using Evolutionary Multi-Objective Optimization | Carlo Nübel (Otto-von-Guericke University), Malte Florim Speidel (Otto-von-Guericke University), Sanaz Mostaghim (Otto-von-Guericke University, Fraunhofer Institute for Transportation and Infrastructure Systems IVI) |
| EML | Genetic Algorithms for Tractable Bayesian Network Fusion via Pre-Fusion Edge Pruning | Pablo Torrijos (Universidad de Castilla-La Mancha), José A. Gámez (Universidad de Castilla-La Mancha), José M. Puerta (Universidad de Castilla-La Mancha), Juan A. Aledo (Universidad de Castilla-La Mancha) |
| RWA | Evolutionary Policy Gradient based Optimization for Small Molecule Drug Discovery | Tehemton Khairabadi (Quantiphi), Vishal Pagidipally (Quantiphi) |
| L4EC | Interpretable Decision Trees to Predict Solution Fitness | GianCarlo Antonino Pasquale Ignazio Catalano (University of Stirling), Alexander Edward Ian Brownee (University of Stirling), David Cairns (University of Stirling), Russell Ainslie (British Telecom), John McCall (National Subsea Centre) |
| EML | ImageBreeder: Guiding Diffusion Models with Evolutionary Computation | Dominik Sobania (University of Mainz), Martin Briesch (University of Mainz), Franz Rothlauf (University of Mainz) |
| NE | Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression | Jiri Kubalik (CTU Prague/CIIRC), Robert Babuska (CTU Prague/CIIRC) |
| EMO | Multi-Objective Covariance Matrix Adaptation MAP-Annealing | Shihan Zhao (University of Southern California), Stefanos Nikolaidis (University of Southern California) |
| NE | A Multi-Objective Approach to Optimizing Kolmogorov-Arnold Networks | Quan Long (Hebei University), Bin Wang (Nanning University, Victoria University of Wellington), Bing Xue (Victoria University of Wellington), Mengjie Zhang (Victoria University of Wellington) |
| BBSR | SynthACticBench: A Capability-Based Synthetic Benchmark for Algorithm Configuration | Valentin Margraf (LMU Munich, Munich Center for Machine Learning), Anna Lappe (LMU Munich), Marcel Wever (Leibniz University Hannover, L3S Research Center), Carolin Benjamins (Leibniz University Hannover), Eyke Hüllermeier (LMU Munich, Munich Center for Machine Learning), Marius Lindauer (Leibniz University Hannover, L3S Research Center) |
| ECOM | In the Search of Optimal Tree Networks: Hardness and Heuristics | Pavel Martynov (Jane Street), Maxim Buzdalov (Aberystwyth University), Sergey Pankratov (Institute of Science and Technology Austria), Vitaliy Aksenov (City St George's, University of London, ITMO University, Saint Petersburg, Russia), Stefan Schmid (Technical University Berlin) |
| GECH | Quantum Circuit Construction and Optimization through Hybrid Evolutionary Algorithms | Leo Sünkel (LMU Munich), Philipp Altmann (LMU Munich), Michael Kölle (LMU Munich), Gerhard Stenzel (LMU Munich), Thomas Gabor (LMU Munich), Claudia Linnhoff-Popien (LMU Munich) |
| SI | An Ensemble Ant Colony Optimization Algorithm with a Hybrid Pheromone Model for Learning Rule Lists. | James Brookhouse (Manchester Metropolitan University), Ayah Helal (Manchester Metropolitan University), Fernando E.B. Otero (University of Kent) |
| GECH | Enhancing Quality-Diversity Optimization Through Domain-Specific Dissimilarity as Crowding Distance | Maciej Komosinski (Poznan University of Technology), Agnieszka Mensfelt (Royal Holloway, University of London, Poznan University of Technology) |
| NE | SiamNAS: Siamese Surrogate Model for Dominance Relation Prediction in Multi-objective Neural Architecture Search | Yuyang Zhou (University of Nottingham Ningbo China), Ferrante Neri (University of Surrey), Yew-Soon Ong (Nanyang Technological University), Ruibin Bai (University of Nottingham Ningbo China) |
| RWA | Sequence Optimization of Multispacecraft Multitarget Rendezvous Missions with a Coevolutionary Algorithm | Yu Zhang (National University of Defense Technology, National Key Laboratory of Space System Operation and Control), Yuehe Zhu (National University of Defense Technology, National Key Laboratory of Space System Operation and Control), Jiacheng Zhang (National University of Defense Technology, National Key Laboratory of Space System Operation and Control), Yazhong Luo (National University of Defense Technology, National Key Laboratory of Space System Operation and Control) |
| ECOM | A Learning-assisted Discrete Differential Evolution for Resource Constrained Project Scheduling | Yun Dong (Northeastern University), Lixin Tang (Northeastern University) |
| GECH | Evaluating Mutation Techniques in Genetic-Algorithm-Based Quantum Circuit Synthesis | Michael Kölle (LMU Munich), Tom Bintener (LMU Munich), Maximilian Zorn (LMU Munich), Gerhard Stenzel (LMU Munich), Leo Sünkel (LMU Munich), Thomas Gabor (LMU Munich), Claudia Linnhoff-Popien (LMU Munich) |
| ENUM | Challenges of Interaction in Optimizing Mixed Categorical-Continuous Variables | Youhei Akimoto (University of Tsukuba, RIKEN AIP), Xilin Gao (University of Tsukuba), Ze Kai Ng (University of Tsukuba), Daiki Morinaga (University of Tsukuba, RIKEN AIP) |
| GP | How Neutrality Shapes Evolution: Simplicity Bias and Search | Ting Hu (Queen's University), Wolfgang Banzhaf (Michigan State University), Gabriela Ochoa (Stirling University) |
| RWA | A Dijkstra Seeded Evolutionary Multiobjective Optimization System for a Sustainable User Multimodal Transport Routing | Guilherme Barbosa (ALGORITMI Center/LASI, University of Minho), Pedro José Pereira (CCG/ZGDV Institute, ALGORITMI Center/LASI, University of Minho), Vasco Abelha (CEIIA – Centre of Engineering and Product Development), Rui Mendes (ALGORITMI Center/LASI, University of Minho), Paulo Cortez (ALGORITMI Center/LASI, University of Minho, CCG/ZGDV Institute) |
| CS | Emergent Braitenberg-style Behaviours for Navigating the ViZDoom `My Way Home' Labyrinth | Caleidgh Bayer (Dalhousie University), Robert Smith (Dalhousie University), Malcolm Iain Heywood (Dalhousie University) |
| ENUM | Adaptive Estimation of the Number of Algorithm Runs in Stochastic Optimization | Tome Eftimov (Jožef Stefan Institute), Peter Korošec (Jožef Stefan Institute) |
| RWA | Exploring the Expressive Space of an Articulatory Vocal Modal using Quality-Diversity Optimization with Multimodal Embeddings | Joris Grouwels (KTH Royal Institute of Technology), Nicolas Jonason (KTH Royal Institute of Technology), Bob L. T. Sturm (KTH Royal Institute of Technology) |
| GECH | Analysing the Effectiveness of Mutation Operators for One-Sided Bipartite Crossing Minimisation | Jakob Baumann (University of Passau), Ignaz Rutter (University of Passau), Dirk Sudholt (University of Passau) |
| GP | Analysis of Memory-Runtime Trade-offs in Caching Strategies for Genetic Programming Symbolic Regression | Jiaming Shi (National University of Singapore), Kei Sen Fong (National University of Singapore), Mehul Motani (National University of Singapore) |
| EML | Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators | Steven Jorgensen (MIT), Erik Hemberg (MIT), Jamal Toutouh (University of Malaga), Una-May O'Reilly (MIT) |
| RWA | Differential Evolution for Infeasible Circumstances in Network-Assisted Full-Duplex Cell-Free Massive MIMO | Trinh Van Chien (Hanoi University of Science and Technology), Bui Trong Duc (Hanoi University of Science and Technology), Mohammadali Mohammadi (Queen's University Belfast), Hien Quoc Ngo (Queen's University Belfast), Michail Matthaiou (Queen's University Belfast) |
| GP | Quality Diversity Genetic Programming for Learning Scheduling Heuristics | Meng Xu (Singapore Institute of Manufacturing Technology (SIMTech), Agency for Science, Technology and Research (A*STAR)), Frank Neumann (The University of Adelaide), Aneta Neumann (The University of Adelaide), Yew Soon Ong (Nanyang Technological University, Singapore Institute of Manufacturing Technology (SIMTech), Agency for Science, Technology and Research (A*STAR)) |
| NE | Competition and Attraction Improve Model Fusion | João Abrantes (Sakana AI), Robert Tjarko Lange (Sakana AI), Yujin Tang (Sakana AI) |
| GP | Transformer Semantic Genetic Programming for Symbolic Regression | Philipp Anthes (Johannes Gutenberg-Universität), Dominik Sobania (Johannes Gutenberg-Universität), Franz Rothlauf (Johannes Gutenberg-Universität) |
| GECH | Unlearning Works Better Than You Think: Local Reinforcement-Based Selection of Auxiliary Objectives | Matthieu Lerasle (Institut Polytechnique de Paris), Abderrahim Bendahi (École Polytechnique), Adrien Fradin (École Polytechnique) |
| RWA | Contribution of Probabilistic Structured Grammatical Evolution to efficient exploration of the search space. A case study in glucose prediction | Jessica Mégane (University of Coimbra, CISUC/LASI, DEI), Nuno Lourenço (University of Coimbra, CISUC/LASI, DEI), J. Hignacio Hidalgo (Universidad Complutense de Madrid, Bioinspired Intelligence S.L.), Penousal Machado (University of Coimbra, CISUC/LASI, DEI) |
| BBSR | Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes | Oliver Ludger Preuß (University of Paderborn), Carolin Mensendiek (University of Paderborn), Jeroen Rook (University of Twente), Jakob Bossek (University of Paderborn), Heike Trautmann (University of Paderborn) |
| GA | On the Use of Matching Algorithms to Transfer Solutions for the Travelling Salesperson Problem | Liam Wigney (University of Adelaide), Aneta Neumann (University of Adelaide), Yew-Soon Ong (Nanyang Technological University), Frank Neumann (University of Adelaide) |
| EML | Feature selection based on cluster assumption in PU learning | Motonobu Uchikoshi (The Japan Research Institute, Limited), Youhei Akimoto (University of Tsukuba, RIKEN AIP) |
| NE | Diversity in Reinforcement Learning Through the Occupancy Measure | Arno Feiden (Fraunhofer SCAI), Jochen Garcke (Institut für Numerische Simulation / Universität Bonn, Fraunhofer SCAI) |
| ENUM | More Efficient Real-Valued Gray-Box Optimization through Incremental Distribution Estimation in RV-GOMEA | Renzo Johan Scholman (Centrum Wiskunde & Informatica (CWI), Delft University of Technology), Tanja Alderliesten (Leiden University Medical Centre), Peter Alexander Nicolaas Bosman (Centrum Wiskunde & Informatica (CWI), Delft University of Technology) |
| BBSR | rEGGression: an Interactive and Agnostic Tool for the Exploration of Symbolic Regression Models | Fabricio de França (UFABC), Gabriel Kronberger (University of Applied Sciences Upper Austria) |
| THEORY | A General Upper Bound for the Runtime of a Coevolutionary Algorithm on Impartial Combinatorial Games | Alistair Benford (University of Birmingham), Per Kristian Lehre (University of Birmingham) |
| EMO | Search Behavior Analysis of NSGA-III: Dominance-based and Decomposition-based Multi-objective Evolutionary Algorithm | Hisao Ishibuchi (Southern University of Science and Technology), Lie Meng Pang (Southern University of Science and Technology), Cheng Gong (City University of Hong Kong) |
| ECOM | Pareto Front Grid Guided Multiobjective Optimization In Dynamic Pickup And Delivery Problem Considering Two-Sided Fairness | Hung Phan Duc (Hanoi University of Science and Technology), Duc Bui Trong (Hanoi University of Science and Technology), Tam Nguyen Thi (VNU University of Science), Binh Huynh Thi Thanh (Hanoi University of Science and Technology) |
| ENUM | An Adaptive Re-evaluation Method for Evolution Strategy under Additive Noise | Catalin-Viorel Dinu (Leiden Institute of Advanced Computer Science), Yash J. Patel (Leiden Institute of Advanced Computer Science, applied Quantum algorithms group), Xavier Bonet-Monroig (Honda Research Institute Europe GmbH, Instituut-Lorentz, Leiden University), Hao Wang (Leiden Institute of Advanced Computer Science) |
| EML | Evolution of Inherently Interpretable Visual Control Policies | Camilo De La Torre (University Toulouse Capitole, IRIT - CNRS UMR5505), Giorgia Nadizar (MIGe, University of Trieste), Yuri Lavinas (University Toulouse Capitole, IRIT - CNRS UMR5505), Hervé Luga (Institut de recherche en informatique de Toulouse: Toulouse, Midi-Pyrénées, FR), Dennis George Wilson (ISAE-Supaero, Université de Toulouse), Sylvain Cussat-Blanc (University Toulouse Capitole, IRIT - CNRS UMR5505) |
| GP | Heterosis-Based Crossover: Leveraging Structural Differences to Control Diversity and Bloat in Genetic Programming | Lute Lillo (University of Vermont), Nick Cheney (University of Vermont) |
| ECOM | Dynamic Temperature Control of Simulated Annealing using Hyper-Heuristics | Francesca Da Ros (University of Udine, Intelligent Optimization Lab), Luca Di Gapero (University of Udine, Intelligent Optimization Lab), Lucas Kletzander (Tu Wien), Marie-Louise Lackner (TU Wien), Nysret Musliu (TU Wien), Andrea Schaerf (University of Udine) |
| ECOM | Moving between high-quality optima using multi-satisfiability characteristics in hard-to-solve Max3Sat instances | Jędrzej Piątek (Wroclaw University of Science and Technology), Michal Witold Przewozniczek (Wroclaw University of Science and Technology), Francisco Chicano (University of Málaga), Renato Tinós (University of São Paulo) |
| EML | Machine Learning-Assisted Constraint Handling Under Variable Uncertainty for Preference-based Multi-Objective Optimization | Deepanshu Yadav (Indian Institute of Technology Madras), Palaniappan Ramu (Indian Institute of Technology Madras), Kalyanmoy Deb (Michigan State University) |
| ECOM | Cluster Prevention in Evolutionary Diversity Optimization for Parallel Machine Scheduling | Dominic Wittner (RWTH Aachen University), Jakob Bossek (Universität Paderborn) |
| RWA | CLEAR: Cue Learning using Evolution for Accurate Recognition Applied to Sustainability Data Extraction | Peter Bentley (UCL, Autodesk), Soo Ling Lim (UCL), Fuyuki Ishikawa (National Institute of Informatics) |
| L4EC | On the Importance of Reward Design in Reinforcement Learning-based Dynamic Algorithm Configuration: A Case Study on OneMax with (1+($lambda$,$lambda$))-GA | Tai Nguyen (University of St Andrews, Sorbonne University), Phong Le (University of St Andrews), André Biedenkapp (University of Freiburg), Carola Doerr (CNRS, Sorbonne University), Nguyen Dang (University of St Andrews) |
| GP | MAPLE: Multi-Action Programs through Linear Evolution for Continuous Multi-Action Reinforcement Learning | Quentin Vacher (Univ Rennes, INSA Rennes, CNRS, IETR), Stephen Kelly (McMaster University), Ali Naqvi (McMaster University), Nicolas Beuve (Univ Rennes, INSA Rennes, CNRS, IETR), Tanya Djavaherpour (McMaster University), Mickaël Dardaillon (Univ Rennes, INSA Rennes, CNRS, IETR), Karol Desnos (Univ Rennes, INSA Rennes, CNRS, IETR) |
| CS | Controller Distillation Reduces Fragile Brain-Body Co-Adaptation and Enables Migrations in MAP-Elites | Alican Mertan (University of Vermont), Nick Cheney (University of Vermont) |
| EML | Dynamic Influence For Coevolutionary Agents | Everardo Gonzalez (Oregon State University), Gaurav Dixit (Oregon State University), Kagan Tumer (Oregon State University) |
| RWA | Symbolic Pricing Policies for Attended Home Delivery - the Case of an Online Retailer | Miguel Lunet (INESC TEC), Daniela Fernandes (INESC TEC), Fábio Neves-Moreira (Faculty of Economics - University of Porto, INESC TEC), Pedro Amorim (Faculty of Engineering - University of Porto, INESC TEC) |
| BBSR | Multi-objective L-shaped Test Functions | Angus Kenny (University of NSW), Tapabrata Ray (University of NSW), Hemant Kumar Singh (University of NSW) |
| L4EC | Instance Space Analysis for the Capacitated Vehicle Routing Problem with Mixture Discriminant Analysis | Danielle Notice (Lancaster University), Hamed Soleimani (LaTrobe University), Nicos G. Pavlidis (Lancaster University), Ahmed Kheiri (University of Manchester), Mario Andrés Muñoz (University of Melbourne) |
| GECH | Key Insights into Estimating Nash Equilibria in Simultaneous Continuous Multiplayer Games Using Coevolutionary Algorithms | Rui Leite (Shinshu University), Hernan Aguirre (Shinshu University), Kiyoshi Tanaka (Shinshu University) |
| CS | Classifier Systems as Linear Probability Models | Gijs Schröder (Radboud University), Johannes Textor (Radboud University) |
| GECH | Solving the Cubic Knapsack Problem using Quantum-Inspired Digital Annealer Technology | Thiago Alves de Queiroz (Federal University of Catalão), Manuel Iori (University of Modena and Reggio Emilia), Alberto Locatelli (University of Modena and Reggio Emilia), Matthieu Parizy (Fujitsu Ltd.) |
| GECH | Code Evolution Graphs: Understanding Large Language Model Driven Design of Algorithms | Niki van Stein (University Leiden), Anna V. Kononova (University Leiden), Lars Kotthoff (University of Wyoming), Thomas Bäck (University Leiden) |
| RWA | A Quality Diversity Approach to Evolving Model Rockets | Jacob Schrum (Southwestern University), Cody Crosby (Southwestern University) |
| SI | Minimalist exploration strategies for robot swarms at the edge of chaos | Vinicius Sartorio (Universidade Federal de Santa Catarina), Luigi Feola (Leonardo Innovation Labs, Leonardo S.p.A), Vito Trianni (Institute for Cognitive Sciences and Technologies, CNR), Jonata Tyska Carvalho (Universidade Federal de Santa Catarina, Institute for Cognitive Sciences and Technologies, CNR) |
| ECOM | On Revealing the Hidden Problem Structure in Real-World and Theoretical Problems Using Walsh Coefficient Influence | Michal Witold Przewozniczek (Wroclaw University of Science and Technology), Francisco Chicano (University of Málaga), Renato Tinós (University of São Paulo), Jakub Nalepa (Silesian University of Technology), Bogdan Ruszczak (Opole University of Technology), Agata Maria Wijata (Silesian University of Technology) |
| EMO | Scalarization-based Exploratory Landscape Analysis for Multi-Objective Continuous Optimization Problems | Shuhei Tanaka (The University of Fukuchiyama), Shoichiro Tanaka (The University of Fukuchiyama), Toshiharu Hatanaka (The University of Fukuchiyama) |
| EMO | Multiagent Credit Assignment for Multi-Objective Coordination | Raghav Thakar (Oregon State University), Gaurav Dixit (Oregon State University), Siddarth Iyer (Oregon State University), Kagan Tumer (Oregon State University) |
| ENUM | Abnormal Mutations: Evolution Strategies Don't Require Gaussianity | Jacob de Nobel (Leiden University), Diederick Vermetten (Leiden University), Hao Wang (Leiden University), Anna Kononova (Leiden University), Günter Rudolph (TU Dortmund University), Thomas Bäck (Leiden University) |
| SI | Evolving Neural Controllers for Adaptive Visual Pattern Formation by a Swarm of Robots | Alessia Loi (Sorbonne Université, CNRS), Nicolas Bredeche (Sorbonne Université, CNRS) |
| RWA | Feature Selection Using Genetic Algorithm for Intrusion Detection on Resource-Constrained Edge Devices | Tijana Markovic (Malardalen University), Pontus Lidholm (Westermo Network Technologies AB), Per Erik Strandberg (Westermo Network Technologies AB), Miguel Leon (Malardalen University) |
| ECOM | Local Optima Networks for Constrained Search Spaces | Jonathan Fieldsend (University of Exeter), Arnaud Liefooghe (LISIC, Univ. Littoral Côte d'Opale), Katherine Malan (University of South Africa), Sébastien Verel (LISIC, Univ. Littoral Côte d'Opale) |
| EML | Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms | Shuaiqun Pan (LIACS, Leiden University), Yash J. Patel (applied Quantum algorithms & LIACS, Leiden University), Aneta Neumann (Optimisation and Logistics, School of Computer and Mathematical Sciences, The University of Adelaide), Frank Neumann (Optimisation and Logistics, School of Computer and Mathematical Sciences, The University of Adelaide), Thomas Bäck (LIACS, Leiden University), Hao Wang (applied Quantum algorithms & LIACS, Leiden University) |
| GP | Improving Genetic Programming for Symbolic Regression with Equality Graphs | Fabricio de França (UFABC), Gabriel Kronberger (University of Applied Sciences Upper Austria) |
| RWA | Optimization of Unequal-Area Facility Layouts for Mass-Customization Assembly Systems with AGV Material Handling | Thomas Seidelmann (Otto von Guericke University), Sanaz Mostaghim (Otto von Guericke University) |
| GA | Evolutionary Multitasking for the Scenario-based Travelling Thief Problem | Thilina Pathirage Don (The University of Adelaide), Aneta Neumann (The University of Adelaide), Frank Neumann (The University of Adelaide) |
| ECOM | Smooth Transition Instance Chains in Combinatorial Optimization Problems | Valentino Santucci (University for Foreigners of Perugia), Marco Baioletti (University of Perugia), Marco Tomassini (University of Lausanne) |
| NE | Scaling Policy Gradient Quality-Diversity with Massive Parallelization via Behavioral Variations | Konstantinos Mitsides (Imperial College London), Maxence Faldor (Imperial College London), Antoine Cully (Imperial College London) |
| RWA | Unveiling the dynamics of NOx pollution in internal combustion engines by Structured Grammatical Evolution | Marcos Llamazares López (Universitat Politècnica de València), Daniel Parra (Universidad Complutense de Madrid), Jose Manuel Velasco Cabo (Universidad Complutense de Madrid), Óscar Garnica (Universidad Complutense de Madrid), Rafael Jacinto Villanueva Micó (Universitat Politècnica de València), J. Ignacio Hidalgo (Universidad Complutense de Madrid) |
| GP | Evolutionary Synthesis of Probabilistic Programs | Romina Doz (University of Trieste), Francesca Randone (University of Trieste), Eric Medvet (University of Trieste), Luca Bortolussi (University of Trieste) |
| ECOM | To Repair or Not to Repair? Investigating the Importance of AB-Cycles for the State-of-the-Art TSP Heuristic EAX | Jonathan Heins (Technische Universität Dresden), Darrell Whitley (Colorado State University), Pascal Kerschke (Technische Universität Dresden, ScaDS.AI Dresden/Leipzig) |
| EML | Black-Box Adversarial Attack on Dialogue Generation via Multi-Objective Optimization | Khang Gia Le (University of Information Technology (UIT), VNU-HCM, Vietnam National University - Ho Chi Minh City (VNU-HCM)), Ngoc Hoang Luong (University of Information Technology (UIT), VNU-HCM, Vietnam National University - Ho Chi Minh City (VNU-HCM)) |
| GP | Coordinate System Extraction as the Search Driver in Test-Based Genetic Programming | Dmytro Vitel (University of South Florida), Kok Cheng Tan (University of South Florida), Alessio Gaspar (University of South Florida), Paul Wiegand (Winthrop University) |
| ECOM | Large Neighborhood Search for Capacitated Facility Location with Customer Incompatibilities | Ida Gjergji (TU Wien), Lucas Kletzander (TU Wien), Nysret Musliu (TU Wien), Andrea Schaerf (University of Udine) |
| L4EC | Accurate Peak Detection in Multimodal Optimization via Approximated Landscape Learning | Zeyuan Ma (South China University of Technology), Hongqiao Lian (South China University of Technology), Wenjie Qiu (South China University of Technology), Yue-Jiao Gong (South China University of Technology) |
| BBSR | Subfunction Structure Matters: A New Perspective on Local Optima Networks | Sarah L. Thomson (Edinburgh Napier University), Michal W. Przewozniczek (Wroclaw University of Science and Technology) |
| GP | Uniform Projection of Program Space Geometry for Genetic Improvement of Software | Benjamin Craine (Lancaster University), Barry Porter (Lancaster University) |
| GP | Slim_gsgp: A Python Library for Non-Bloating GSGP | Liah Rosenfeld (Universidade Nova de Lisboa), Davide Farinati (Universidade Nova de Lisboa), Diogo Rasteiro (Universidade Nova de Lisboa), Gloria Pietropolli (DMG, University of Trieste), Karina Brotto Rebuli (University of Torino), Sara Silva (LASIGE, Department of Informatics; Faculty of Sciences, University of Lisbon), Leonardo Vanneschi (Universidade Nova de Lisboa) |
| GP | Reaching Meaningful Diversity with Speciation-Novelty in Genetic Improvement for Software | Zsolt Nemeth (Lancaster University), Penn Faulkner Rainford (University of York), Barry Porter (Lancaster University) |
| BBSR | Evaluation Time Bias in Asynchronous Evolutionary Algorithms: A Replication Study and a Novel Mitigation Strategy | Joshua Karns (Rochester Institute of Technology), Travis Desell (Rochester Institute of Technology) |
| GA | Evo-SINDy: Universal Discovery of Partial Differential Equations Using Cooperative Evolutionary Computation | yuxin jiang (Xi'an Jiaotong University), jianyong sun (Xi'an Jiaotong University) |
| L4EC | Residual Learning Inspired Crossover Operator and Strategy Enhancements for Evolutionary Multitasking | Ruilin Wang (East China University of Science and Technology), Xiang Feng (East China University of Science and Technology), Huiqun Yu (East China University of Science and Technology), Edmund M-K Lai (Auckland University of Technology) |
| THEORY | A Royal Road Function for Permutation Spaces: an Example Where Order Crossover is Provably Essential | Andre Opris (University of Passau), Sebastian Sonntag (Universität Bonn), Dirk Sudholt (University of Passau) |
| ECOM | A Multiform Many-Objective Genetic Programming Method for Dynamic Flexible Job Shop Scheduling | Junwei Pang (Victoria University of Wellington), Yi Mei (Victoria University of Wellington), Mengjie Zhang (Victoria University of Wellington) |
| NE | Neuroevolution of Self-Attention Over Proto-Objects | Rafael Coimbra Pinto (Instituto Federal de Educação, Ciência e Tecnologia do Rio Grande do Sul, Universidade Federal do Rio Grande do Sul), Anderson Rocha Tavares (Universidade Federal do Rio Grande do Sul) |
| RWA | Tomographic Reconstruction with Real-time a priori Acquistion | Muhammad Wishal Khan (University of Greenwich), Hooman Oroojeni (University of Greenwich), Bal Sanghera (Barts Health NHS Trust), Tim Blackwell (Goldsmiths University), Mohammad Majid al-Rifaie (University of Greenwich) |
| L4EC | Reinforcement Learning-Based Self-Adaptive Differential Evolution through Automated Landscape Feature Learning | Hongshu Guo (South China University of Technology), Sijie Ma (South China University of Technology), Zechuan Huang (South China University of Technology), Yuzhi Hu (South China University of Technology), Zeyuan Ma (South China University of Technology), Xinglin Zhang (South China University of Technology), Yue-Jiao Gong (South China University of Technology) |
| EMO | Influence of Subpopulation on the Performance of Coevolutionary Algorithms for Constrained Multiobjective Optimization Problems | Yanyu Chen (Southern University of Science and Technology, Department of Computer Science and Engineering), Hisao Ishibuchi (Southern University of Science and Technology, Department of Computer Science and Engineering), Yang Nan (Southern University of Science and Technology, Department of Computer Science and Engineering) |
| CS | Overcoming Deceptiveness in Fitness Optimization with Unsupervised Quality-Diversity | Lisa Coiffard (Imperial College London), Paul Templier (Imperial College London), Antoine Cully (Imperial College London) |
| L4EC | Greedy Restart Schedules: A Baseline for Dynamic Algorithm Selection on Numerical Black-box Optimization Problems | Lennart Schäpermeier (TU Dresden, ScaDS.AI Dresden/Leipzig) |
| ECOM | Application of PBIG to the Minimum Global Domination Problem | Salim Bouamama (University Sétif 1 - Ferhat Abbas), Christian Blum (Artificial Intelligence Research Institute (IIIA-CSIC)) |
| GP | A comparison of tournament and lexicase selection paradigms in regression problems: error-based fitness versus correlation fitness | Illya Bakurov (Michigan State University), Aidan Murphy (University College Dublin), Charles Ofria (Michigan State University), Wolfgang Banzhaf (Michigan State University) |
| RWA | Evolutionary Algorithms for Metabolic Transformation through Multi-gene Knockout Optimization | Bruno Sá (University of Minho), Alexandre Oliveira (University of Minho), Miguel Rocha (University of Minho) |