GECCO A

184 papers

YearTitle / Authors
2025A Dijkstra Seeded Evolutionary Multiobjective Optimization System for a Sustainable User Multimodal Transport Routing.
Guilherme Barbosa, Pedro Pereira, Vasco Abelha, Rui Mendes, Paulo Cortez
2025A General Upper Bound for the Runtime of a Coevolutionary Algorithm on Impartial Combinatorial Games.
Alistair Benford, Per Kristian Lehre
2025A Learning-assisted Discrete Differential Evolution for Resource Constrained Project Scheduling.
Yun Dong, Lixin Tang, Weiyan Jia
2025A Multi-Objective Approach to Optimizing Kolmogorov-Arnold Networks for Classification Tasks to Balance Accuracy and Interpretability.
Quan Long, Bin Wang, Bing Xue, Mengjie Zhang
2025A Multiform Many-Objective Genetic Programming Method for Dynamic Flexible Job Shop Scheduling.
Junwei Pang, Yi Mei, Mengjie Zhang
2025A Path-Relinking-based Heuristic for the Multiobjective Subgraph Problem.
Daniela Scherer dos Santos, Kathrin Klamroth, Pedro Martins, Luís Paquete
2025A Perturbation and Speciation-Based Algorithm for Dynamic Optimization Uninformed of Change.
Federico Signorelli, Anil Yaman
2025A Quality Diversity Approach to Evolving Model Rockets.
Jacob Schrum, Cody Crosby
2025A Royal Road Function for Permutation Spaces: an Example Where Order Crossover is Provably Essential.
Andre Opris, Sebastian Sonntag, Dirk Sudholt
2025A comparison of tournament and lexicase selection paradigms in regression problems: error-based fitness versus correlation fitness.
Illya Bakurov, Aidan Murphy, Charles Ofria, Wolfgang Banzhaf
2025Abnormal Mutations: Evolution Strategies Don't Require Gaussianity.
Jacob de Nobel, Diederick Vermetten, Hao Wang, Anna V. Kononova, Günter Rudolph, Thomas Bäck
2025Accurate Peak Detection in Multimodal Optimization via Approximated Landscape Learning.
Zeyuan Ma, Hongqiao Lian, Wenjie Qiu, Yue-Jiao Gong
2025Adaptive Estimation of the Number of Algorithm Runs in Stochastic Optimization.
Tome Eftimov, Peter Korosec
2025Adaptive Multi-Population Dynamic Optimization for Multimodal Dynamic Function Optimization.
Shoei Fujita, Ryuki Ishizawa, Hiroyuki Sato, Keiki Takadama
2025Addressing Heterogeneous Evaluation Times in Constrained Multi-Objective Optimization using a Mixed-Fidelity Evaluation Technique: Proof-of-Concept Results.
Balija Santoshkumar, Kalyanmoy Deb
2025Adversarial attacks to image classification systems using evolutionary algorithms.
Sergio Nesmachnow, Jamal Toutouh
2025An Adaptive Re-evaluation Method for Evolution Strategy under Additive Noise.
Catalin-Viorel Dinu, Yash J. Patel, Xavier Bonet-Monroig, Hao Wang
2025An Ensemble Ant Colony Optimization Algorithm with a Hybrid Pheromone Model for Learning Rule Lists.
James Brookhouse, Ayah Helal, Fernando E. B. Otero
2025An Evolutionary Algorithm for Solving Decision Space Constrained Multi-Objective Binary Optimization Problems.
Felipe Honjo Ide, Hernán E. Aguirre, Kiyoshi Tanaka
2025An Online Genetic Programming Approach to Dynamic Production Scheduling.
Binh Tran, Su Nguyen
2025Analysing the Effectiveness of Mutation Operators for One-Sided Bipartite Crossing Minimisation.
Jakob Baumann, Ignaz Rutter, Dirk Sudholt
2025Analysis of Memory-Runtime Trade-offs in Caching Strategies for Genetic Programming Symbolic Regression.
Jiaming Shi, Kei Sen Fong, Mehul Motani
2025Analyzing the Landscape of the Indicator-based Subset Selection Problem.
Keisuke Korogi, Ryoji Tanabe
2025Ant Colony Optimization Algorithm for Safest Path Computation in Presence of Correlated Failures in Backbone Networks.
Zoltán Tasnádi, Balázs Vass, Noémi Gaskó
2025Ant Colony Optimization for Tourist Route Planning.
Li-Ting Xu, Qiang Yang, Dan-Ting Duan, Xin Lin, Chengzhi Qu, Zhen-Yu Lu, Jun Zhang
2025Ant Colony Optimization with Policy Gradients and Replay.
William Jardee, John Sheppard
2025Application of PBIG to the Minimum Global Domination Problem.
Salim Bouamama, Christian Blum
2025Augmented Decision Spaces for Stackelberg Security Games: Sparse evolution begets scalability.
Adam Zychowski, Abhishek Gupta, Yew Soon Ong, Jacek Mandziuk
2025Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes.
Oliver Ludger Preuß, Carolin Mensendiek, Jeroen Rook, Jakob Bossek, Heike Trautmann
2025Automatic Design of Specialized Variation Operators for the Multi-Objective Quadratic Assignment Problem.
Adrián Isaí Morales-Paredes, Julio Juárez, Jesús Guillermo Falcón-Cardona, Hugo Terashima-Marín, Carlos A. Coello Coello
2025Bayesian Optimization for CVaR-based portfolio optimization.
Robert Millar, Jinglai Li
2025Black-Box Adversarial Attack on Dialogue Generation via Multi-Objective Optimization.
Khang Gia Le, Ngoc Hoang Luong
2025CLEAR: Cue Learning using Evolution for Accurate Recognition Applied to Sustainability Data Extraction.
Peter J. Bentley, Soo Ling Lim, Fuyuki Ishikawa
2025CPPN2WFC: Extending Wave Function Collapse to Generate Globally Coherent Content.
Oleg Jarma Montoya, Frantisek Srb, Djordje Grbic, Sebastian Risi
2025CatCMA with Margin: Stochastic Optimization for Continuous, Integer, and Categorical Variables.
Ryoki Hamano, Masahiro Nomura, Shota Saito, Kento Uchida, Shinichi Shirakawa
2025Challenges of Interaction in Optimizing Mixed Categorical-Continuous Variables.
Youhei Akimoto, Xilin Gao, Ze Kai Ng, Daiki Morinaga
2025Classification-Based Linear Surrogate Modeling of Constraints for AL-CMA-ES.
Oskar Girardin, Nikolaus Hansen, Dimo Brockhoff, Anne Auger
2025Classifier Systems as Linear Probability Models.
Gijs Schröder, Johannes Textor
2025Cluster Prevention in Evolutionary Diversity Optimization for Parallel Machine Scheduling.
Dominic Wittner, Jakob Bossek
2025Code Evolution Graphs: Understanding Large Language Model Driven Design of Algorithms.
Niki van Stein, Anna V. Kononova, Lars Kotthoff, Thomas Bäck
2025Competition and Attraction Improve Model Fusion.
João Abrantes, Robert T. Lange, Yujin Tang
2025Congestion-Aware Multi-Agent Path Planning for Pick-Up and Delivery Tasks.
Mehrdad Asadi, Ann Nowé, Javad Ghofrani
2025Constrained Multi-objective Optimization with Search Direction Learning.
Mingcheng Zuo, Dunwei Gong, Tianyang Xue, Chunliang Zhao, Yongde Guo
2025Contribution of Probabilistic Structured Grammatical Evolution to efficient exploration of the search space. A case study in glucose prediction.
Jessica Mégane, Nuno Lourenço, J. Ignacio Hidalgo, Penousal Machado
2025Controller Distillation Reduces Fragile Brain-Body Co-Adaptation and Enables Migrations in MAP-Elites.
Alican Mertan, Nick Cheney
2025Coordinate System Extraction as the Search Driver in Test-Based Genetic Programming.
Dmytro Vitel, Kok Cheng Tan, Alessio Gaspar, R. Paul Wiegand
2025Customized Exploration of Landscape Features Driving Multi-Objective Combinatorial Optimization Performance.
Ana Nikolikj, Gabriela Ochoa, Tome Eftimov
2025Dataset Reduction for Offline Reinforcement Learning using Genetic Algorithms with Image-Based Heuristics.
Enrique Mateos-Melero, Miguel Iglesias Alcázar, Raquel Fuentetaja, Fernando Fernández
2025Deep reinforcement learning for instance-specific algorithm configuration.
Elias Schede, Moritz Seiler, Kevin Tierney, Heike Trautmann
2025Desire-Driven Selection: An Epigenetic Experiment in Genetic Programming.
José Maria Simões, Nuno Lourenço, Penousal Machado
2025Differential Evolution for Infeasible Circumstances in Network-Assisted Full-Duplex Cell-Free Massive MIMO.
Trinh Van Chien, Bui Trong Duc, Mohammadali Mohammadi, Hien Quoc Ngo, Michail Matthaiou
2025Diversity in Reinforcement Learning Through the Occupancy Measure.
Arno Feiden, Jochen Garcke
2025Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms.
Adam Zychowski, Xin Yao, Jacek Mandziuk
2025Dominated Novelty Search: Rethinking Local Competition in Quality-Diversity.
Ryan Bahlous-Boldi, Maxence Faldor, Luca Grillotti, Hannah Janmohamed, Lisa Coiffard, Lee Spector, Antoine Cully
2025Dramatically Faster Partition Crossover for the Traveling Salesman Problem.
Ozeas Quevedo de Carvalho, Darrell Whitley
2025Dynamic Influence For Coevolutionary Agents.
Everardo Gonzalez, Gaurav Dixit, Kagan Tumer
2025Dynamic Temperature Control of Simulated Annealing using Hyper-Heuristics.
Francesca Da Ros, Luca Di Gaspero, Lucas Kletzander, Marie-Louise Lackner, Nysret Musliu, Andrea Schaerf
2025Elitist Evolutionary Algorithm for Optimization on Sets of Points.
Takumi Matsuo, Kento Uchida, Shinichi Shirakawa
2025Emergent Braitenberg-style Behaviours for Navigating the ViZDoom 'My Way Home' Labyrinth.
Caleidgh Grace Bayer, Robert Smith, Malcolm I. Heywood
2025Empirical Linkage Learning Provably Builds Truthful Models on Concatenated Traps and H-IFF.
Marcus Schmidbauer, Dirk Sudholt
2025Energy and Performance Analysis of Parallel Heterogeneous Genetic Algorithms under Various CPU and GPU DVFS Governors: A Preliminary Study on Predictive Profiling.
Amr Abdelhafez, Alexey L. Lastovetsky
2025Enhancing Quality-Diversity Optimization Through Domain-Specific Dissimilarity as Crowding Distance.
Maciej Komosinski, Agnieszka Mensfelt
2025Enhancing XCS with Dual-Stream Identification for Perceptual Aliasing in Multi-Step Decision-Making.
Fumito Uwano, Will N. Browne
2025Ensemble Phased Genetic Programming for Roundabout Turn Restriction Prediction.
Darren M. Chitty, Ayah M. Helal, Sareh Rowlands, Craig R. G. Willis, Christopher Underwood, Ed Keedwell
2025Evaluating Mutation Techniques in Genetic-Algorithm-Based Quantum Circuit Synthesis.
Michael Kölle, Tom Bintener, Maximilian Zorn, Gerhard Stenzel, Leo Sünkel, Thomas Gabor, Claudia Linnhoff-Popien
2025Evaluation Time Bias in Asynchronous Evolutionary Algorithms: A Replication Study and a Novel Mitigation Strategy.
Joshua Karns, Travis Desell
2025Evo-SINDy: Universal Discovery of Partial Differential Equations Using Cooperative Evolutionary Computation.
Yuxin Jiang, Jianyong Sun
2025Evolution of Inherently Interpretable Visual Control Policies.
Camilo De La Torre, Giorgia Nadizar, Yuri Lavinas, Hervé Luga, Dennis Wilson, Sylvain Cussat-Blanc
2025Evolutionary Algorithms for Metabolic Transformation through Multi-gene Knockout Optimization.
Bruno Sá, Alexandre Oliveira, Miguel Rocha
2025Evolutionary Computation as a Path to Safe, Trustworthy, and Responsible General-Purpose Artificial Intelligence.
Javier Del Ser
2025Evolutionary Computation: Back to the Future.
Marc Schoenauer
2025Evolutionary Multitasking for the Scenario-based Travelling Thief Problem.
Thilina Pathirage Don, Aneta Neumann, Frank Neumann
2025Evolutionary Quadtree Pooling for Convolutional Neural Networks.
Po-Wei Harn, Bo Hui, Libo Sun, Wei-Shinn Ku
2025Evolutionary Synthesis of Probabilistic Programs.
Romina Doz, Francesca Randone, Eric Medvet, Luca Bortolussi
2025Evolving Comprehensive Proxies for Zero-Shot Neural Architecture Search.
Junhao Huang, Bing Xue, Yanan Sun, Mengjie Zhang
2025Evolving Diverse Differentiating Stochastic Constraints Using Multi-objective Indicators.
Saba Sadeghi Ahouei, Aneta Neumann, Frank Neumann
2025Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms.
Shuaiqun Pan, Yash J. Patel, Aneta Neumann, Frank Neumann, Thomas Bäck, Hao Wang
2025Evolving Neural Controllers for Adaptive Visual Pattern Formation by a Swarm of Robots.
Alessia Loi, Nicolas Bredèche
2025Exploring Phase-Specific Configuration of Interactive Evolutionary Multiobjective Optimization Methods.
Giomara Lárraga, Kaisa Miettinen
2025Exploring the Expressive Space of an Articulatory Vocal Modal using Quality-Diversity Optimization with Multimodal Embeddings.
Joris Grouwels, Nicolas Jonason, Bob L. T. Sturm
2025Extract-QD Framework: A Generic Approach for Quality-Diversity in Noisy, Stochastic or Uncertain Domains.
Manon Flageat, Johann Huber, François Hélénon, Stéphane Doncieux, Antoine Cully
2025Feature Selection Using Genetic Algorithm for Intrusion Detection on Resource-Constrained Edge Devices.
Tijana Markovic, Pontus Lidholm, Per Erik Strandberg, Miguel Leon
2025Feature selection based on cluster assumption in PU learning.
Motonobu Uchikoshi, Youhei Akimoto
2025Fertility During Learning in Evolutionary Robot Systems.
Jacopo Michele Di Matteo, Oliver Weissl, Ágoston E. Eiben
2025GA-PRE: A Genetic Algorithm-Based Automatic Data Preprocessing Algorithm.
Jian Jiao, Liu Yuan
2025Genetic Algorithms for Tractable Bayesian Network Fusion via Pre-Fusion Edge Pruning.
Pablo Torrijos, José A. Gámez, José M. Puerta, Juan A. Aledo
2025Genotype vs. Phenotype: A Crossover Operator Comparison for the Multi-Objective Coverage Path Planning Problem.
Lukas Bostelmann-Arp, Christoph Steup, Sanaz Mostaghim
2025Gradient-Free Sparse Adversarial Attack on Object Detection Models.
Chi Cuong Le, Tri Phan, Ngoc Hoang Luong
2025Greedy Restart Schedules: A Baseline for Dynamic Algorithm Selection on Numerical Black-box Optimization Problems.
Lennart Schäpermeier
2025Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators.
Steven Jorgensen, Erik Hemberg, Jamal Toutouh, Una-May O'Reilly
2025HSEPSO: A Hierarchical Self-Evolutionary PSO Approach for UAV Path Planning.
Jie Wei, Yuhui Zhang, Wenhong Wei
2025High-Dimensional Expensive Multiobjective Optimization Using a Surrogate-Assisted Multifactorial Evolutionary Algorithm.
Yuma Horaguchi, Masaya Nakata
2025How Neutrality Shapes Evolution: Simplicity Bias and Search.
Ting Hu, Wolfgang Banzhaf, Gabriela Ochoa
2025How Partition Crossover Exposes Parallel Lattices and the Fractal Structure of k-Bounded Functions.
Darrell Whitley, Gabriela Ochoa, Francisco Chicano
2025Hybrid Selection Allows Steady-State Evolutionary Algorithms to Control the Selective Pressure in Multimodal Optimisation.
Dogan Corus, Pietro S. Oliveto, Feiyang Zheng
2025ImageBreeder: Guiding Diffusion Models with Evolutionary Computation.
Dominik Sobania, Martin Briesch, Franz Rothlauf
2025Improved Convergence-relaxed Mechanism for Handling Imbalance Between Convergence and Diversity in the Decision Space in Multimodal Multi-objective optimization.
Zhipan Li, Wenkai Mao, Huigui Rong, Jianguo Chen, Shengxu Huo, Zilu Zhao
2025Improved Runtime Analysis of a Multi-Valued Compact Genetic Algorithm on Two Generalized OneMax Problems.
Sumit Adak, Carsten Witt
2025Improving Genetic Programming for Symbolic Regression with Equality Graphs.
Fabrício Olivetti de França, Gabriel Kronberger
2025In the Search of Optimal Tree Networks: Hardness and Heuristics.
Pavel Martynov, Maxim Buzdalov, Sergey Pankratov, Vitaly Aksenov, Stefan Schmid
2025Influence of Subpopulation on the Performance of Coevolutionary Algorithms for Constrained Multiobjective Optimization Problems.
Yanyu Chen, Hisao Ishibuchi, Yang Nan
2025Instance Space Analysis of the Capacitated Vehicle Routing Problem with Mixture Discriminant Analysis.
Danielle Notice, Hamed Soleimani, Nicos G. Pavlidis, Ahmed Kheiri, Mario Andrés Muñoz
2025Integrating Neural Architecture Search and Rematerialization for Efficient On-Device Learning.
Chih-Ling Chen, Kai-Chiang Wu, Ning-Chi Huang
2025Interpretable Decision Trees to Predict Solution Fitness.
Giancarlo Antonino Pasquale Ignazio Catalano, Alexander E. I. Brownlee, David E. Cairns, Russell Ainslie, John A. W. McCall
2025Interpretable Non-linear Survival Analysis with Evolutionary Symbolic Regression.
Luigi Rovito, Marco Virgolin
2025Key Insights into Estimating Nash Equilibria in Simultaneous Continuous Multiplayer Games Using Coevolutionary Algorithms.
Rui Leite, Hernán E. Aguirre, Kiyoshi Tanaka
2025LAOS: Large Language Model-Driven Adaptive Operator Selection for Evolutionary Algorithms.
Yisong Zhang, Guoxing Yi
2025Large Neighborhood Search for Capacitated Facility Location with Customer Incompatibilities.
Ida Gjergji, Lucas Kletzander, Nysret Musliu, Andrea Schaerf
2025Learning Adaptive Neighborhood Search with Dual Operator Selection for Capacitated Vehicle Routing Problem.
Xiang-Ling Chen, Yi Mei, Mengjie Zhang
2025Learning Graph Configuration Spaces to Support Road Network Design Optimisation.
Michael Mittermaier, Takfarinas Saber, Goetz Botterweck
2025Learning Grouping Heuristics in Ant Colony Optimization for Combinatorial Problems.
Aseel Ismael Ali, Edward C. Keedwell, Ayah Helal
2025Lifelong Evolution of Swarms.
Lorenzo Leuzzi, Davide Bacciu, Sabine Hauert, Simon Jones, Andrea Cossu
2025Local Optima Networks for Constrained Search Spaces.
Jonathan E. Fieldsend, Arnaud Liefooghe, Katherine M. Malan, Sébastien Vérel
2025MAPLE: Multi-Action Programs through Linear Evolution for Continuous Multi-Action Reinforcement Learning.
Quentin Vacher, Stephen Kelly, Ali Naqvi, Nicolas Beuve, Tanya Djavaherpour, Mickaël Dardaillon, Karol Desnos
2025MILPBench: A Large-scale Benchmark Test Suite for Mixed Integer Linear Programming Problems.
Huigen Ye, Yaoyang Cheng, Hua Xu, Zhiguang Cao, Hanzhang Qin
2025Machine Learning-Assisted Constraint Handling Under Variable Uncertainty for Preference-based Multi-Objective Optimization.
Deepanshu Yadav, Palaniappan Ramu, Kalyanmoy Deb
2025Minimalist exploration strategies for robot swarms at the edge of chaos.
Vinicius Sartorio, Luigi Feola, Vito Trianni, Jônata Tyska Carvalho
2025More Efficient Real-Valued Gray-Box Optimization through Incremental Distribution Estimation in RV-GOMEA.
Renzo J. Scholman, Tanja Alderliesten, Peter A. N. Bosman
2025Moving between high-quality optima using multi-satisfiability characteristics in hard-to-solve Max3Sat instances.
Jedrzej Piatek, Michal Witold Przewozniczek, Francisco Chicano, Renato Tinós
2025Multi-Agent Swarm Optimization for Decentralized Energy Management Considering Game Behaviors of Electric Vehicles.
Tai-You Chen, Feng-Feng Wei, Wei-Neng Chen
2025Multi-Objective Covariance Matrix Adaptation MAP-Annealing.
Shihan Zhao, Stefanos Nikolaidis
2025Multi-Objective Genetic Programming for Imbalanced Classification with Adaptive Thresholds and a New Fitness Function.
Minghui Bai, Xiaoying Gao, Jiaxin Niu, Jianbin Ma
2025Multi-Objective Quality-Diversity in Unstructured and Unbounded Spaces.
Hannah Janmohamed, Antoine Cully
2025Multi-objective L-shaped Test Functions.
Angus Kenny, Tapabrata Ray, Hemant K. Singh
2025Multiagent Credit Assignment for Multi-Objective Coordination.
Raghav Thakar, Gaurav Dixit, Siddarth Iyer, Kagan Tumer
2025Navigating Path-Influenced Environments using Evolutionary Multi-Objective Optimization.
Carlo Nübel, Malte Speidel, Sanaz Mostaghim
2025Neuro-Evolutionary Approach to Physics-Aware Symbolic Regression.
Jirí Kubalík, Robert Babuska
2025Neuroevolution of Self-Attention Over Proto-Objects.
Rafael Pinto, Anderson Tavares
2025On Revealing the Hidden Problem Structure in Real-World and Theoretical Problems Using Walsh Coefficient Influence.
Michal Witold Przewozniczek, Francisco Chicano, Renato Tinós, Jakub Nalepa, Bogdan Ruszczak, Agata Wijata
2025On the Importance of Reward Design in Reinforcement Learning-based Dynamic Algorithm Configuration: A Case Study on OneMax with (1+(λ, λ))-GA.
Tai Nguyen, Phong Le, André Biedenkapp, Carola Doerr, Nguyen Dang
2025On the Pareto Set and Front of Multiobjective Spherical Functions with Convex Constraints.
Anne Auger, Dimo Brockhoff, Jordan N. Cork, Tea Tusar
2025On the Use of Matching Algorithms to Transfer Solutions for the Travelling Salesperson Problem.
Liam Wigney, Aneta Neumann, Yew-Soon Ong, Frank Neumann
2025Optimization of Conformal Cooling Channels for Injection Molding Multi-Objective Artificial Intelligence Techniques.
António Gaspar-Cunha, João Melo, Tomás Marques, António J. Pontes
2025Optimization of Unequal-Area Facility Layouts for Mass-Customization Assembly Systems with AGV Material Handling.
Thomas Seidelmann, Sanaz Mostaghim
2025Orthogonal Genetic Algorithm for Efficient Delivery Route Planning in TSP-D.
Iyed Nasra, Hervé Camus, Ghaith Manita, Amine Dhraief, Ouajdi Korbaa
2025Overcoming Deceptiveness in Fitness Optimization with Unsupervised Quality-Diversity.
Lisa Coiffard, Paul Templier, Antoine Cully
2025PGU-SGP: A Pheno-Geno Unified Surrogate Genetic Programming For Real-life Container Terminal Truck Scheduling.
Leshan Tan, Chenwei Jin, Xinan Chen, Rong Qu, Ruibin Bai
2025Pareto Front Grid Guided Multiobjective Optimization In Dynamic Pickup And Delivery Problem Considering Two-Sided Fairness.
Hung Phan Duc, Bui Trong Duc, Nguyen Thi Tam, Huynh Thi Thanh Binh
2025Performance Comparison between Evolutionary Algorithms and Linear Programming-based Relaxation Methods for Multi-Objective Knapsack Problems.
Cheng Gong, Ping Guo, Lie Meng Pang, Qingfu Zhang, Hisao Ishibuchi
2025Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025
Bogdan Filipic
2025Program Synthesis with LLM-Predicted Minimal Specialized Grammars.
David Vella Zarb, Geoffrey T. Parks, Timoleon Kipouros
2025PropNEAT - Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks.
Michael Merry, Patricia Riddle, James R. Warren
2025Quality Diversity Genetic Programming for Learning Scheduling Heuristics.
Meng Xu, Frank Neumann, Aneta Neumann, Yew Soon Ong
2025Quantum Circuit Construction and Optimization through Hybrid Evolutionary Algorithms.
Leo Sünkel, Philipp Altmann, Michael Kölle, Gerhard Stenzel, Thomas Gabor, Claudia Linnhoff-Popien
2025R2 Indicator Analysis using the Optimal Distributions of Solutions for R2 and Other Indicators.
Yang Nan, Hisao Ishibuchi, Tianye Shu, Ke Shang
2025RandOptGen: A Unified Random Problem Generator for Single- and Multi-Objective Optimization Problems with Mixed-Variable Input Spaces.
Moritz Vinzent Seiler, Oliver Ludger Preuß, Heike Trautmann
2025Random Gradient Hyper-heuristics Can Learn to Escape Local Optima in Multimodal Optimisation.
Yuxuan Ma, Pietro S. Oliveto, John Alasdair Warwicker
2025Reaching Meaningful Diversity with Speciation-Novelty in Genetic Improvement for Software.
Zsolt Németh, Penny Faulkner Rainford, Barry Porter
2025Reference Point Specification in Greedy Inclusion Hypervolume-based Subset Selection: A Study on Two Objectives.
Adrián Isaí Morales-Paredes, Jesús Guillermo Falcón-Cardona, Julio Juárez, Hugo Terashima-Marín, Carlos A. Coello Coello
2025Reinforcement Learning-based Self-adaptive Differential Evolution through Automated Landscape Feature Learning.
Hongshu Guo, Sijie Ma, Zechuan Huang, Yuzhi Hu, Zeyuan Ma, Xinglin Zhang, Yue-Jiao Gong
2025Residual Learning Inspired Crossover Operator and Strategy Enhancements for Evolutionary Multitasking.
Ruilin Wang, Xiang Feng, Huiqun Yu, Edmund M.-K. Lai
2025Rethinking Efficiency in Machine Learning.
Amparo Alonso-Betanzos
2025Rule-based Machine Learning: Separating Rule and Rule-Set Pareto-Optimization for Interpretable Noise-Agnostic Modeling.
Gabriel Lipschutz-Villa, Harsh Bandhey, Ruonan Yin, Malek Kamoun, Ryan J. Urbanowicz
2025Runtime Analysis of Evolutionary Multitasking for Classical Benchmark Problems.
Johannes Lengler, Aneta Neumann, Frank Neumann
2025Scalarization-based Exploratory Landscape Analysis for Multi-Objective Continuous Optimization Problems.
Shuhei Tanaka, Shoichiro Tanaka, Toshiharu Hatanaka
2025Scaling Policy Gradient Quality-Diversity with Massive Parallelization via Behavioral Variations.
Konstantinos Mitsides, Maxence Faldor, Antoine Cully
2025Search Behavior Analysis of NSGA-III: Dominance-based and Decomposition-based Multi-objective Evolutionary Algorithm.
Hisao Ishibuchi, Lie Meng Pang, Cheng Gong
2025Search-based Generation of Waypoints for Triggering Self-Adaptations in Maritime Autonomous Vessels.
Karoline Nylænder, Aitor Arrieta, Shaukat Ali, Paolo Arcaini
2025Seeking and leveraging alternative variable dependency concepts in gray-box-elusive bimodal land-use allocation problems.
Jakub Maciazek, Michal Przewozniczek, Jonas Schwaab
2025Sequence Optimization of Multispacecraft Multitarget Rendezvous Missions with a Coevolutionary Algorithm.
Yu Zhang, Yue-he Zhu, Jiacheng Zhang, Yazhong Luo
2025SiamNAS: Siamese Surrogate Model for Dominance Relation Prediction in Multi-objective Neural Architecture Search.
Yuyang Zhou, Ferrante Neri, Yew-Soon Ong, Ruibin Bai
2025Slim_gsgp: A Python Library for Non-Bloating GSGP.
Liah Rosenfeld, Davide Farinati, Diogo Rasteiro, Gloria Pietropolli, Karina Brotto Rebuli, Sara Silva, Leonardo Vanneschi
2025Smooth Transition Instance Chains in Combinatorial Optimization Problems.
Valentino Santucci, Marco Baioletti, Marco Tomassini
2025Solving the Cubic Knapsack Problem using the Quantum-Inspired Digital Annealer Technology.
Thiago Alves de Queiroz, Manuel Iori, Alberto Locatelli, Matthieu Parizy
2025Subfunction Structure Matters: A New Perspective on Local Optima Networks.
Sarah L. Thomson, Michal Witold Przewozniczek
2025Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study.
Zeyuan Ma, Zhiyang Huang, Jiacheng Chen, Zhiguang Cao, Yue-Jiao Gong
2025Surrogate-Assisted CMA-ES for Problems with Low Effective Dimensionality.
Yuta Sekino, Yohei Watanabe, Kento Uchida, Shinichi Shirakawa
2025Symbolic Pricing Policies for Attended Home Delivery - the Case of an Online Retailer.
Miguel Lunet, Daniela Fernandes, Fábio Neves-Moreira, Pedro Amorim
2025SynthACticBench: A Capability-Based Synthetic Benchmark for Algorithm Configuration.
Valentin Margraf, Anna Lappe, Marcel Wever, Carolin Benjamins, Eyke Hüllermeier, Marius Lindauer
2025The Pitfalls of Benchmarking in Algorithm Selection: What We Are Getting Wrong.
Gasper Petelin, Gjorgjina Cenikj
2025To Repair or Not to Repair? Investigating the Importance of AB-Cycles for the State-of-the-Art TSP Heuristic EAX.
Jonathan Heins, Darrell Whitley, Pascal Kerschke
2025Tomographic Reconstruction with Real-time a priori Acquisition.
Muhammad Wishal Khan, Hooman Oroojeni M. J., Bal Sanghera, Tim Blackwell, Mohammad Majid al-Rifaie
2025Toward Efficient Mixed-Integer Black-Box Optimization via Evolution Strategies with Plateau Handling Techniques.
Tuan Anh Nguyen, Ngoc Hoang Luong
2025Transformer Semantic Genetic Programming for Symbolic Regression.
Philipp Anthes, Dominik Sobania, Franz Rothlauf
2025Transformers as Surrogate Models for Genetic Programming in AutoML Tasks.
Matheus Cândido Teixeira, Gisele Lobo Pappa
2025Uniform Projection of Program Space Geometry for Genetic Improvement of Software.
Benjamin J. Craine, Barry Porter
2025Unlearning Works Better Than You Think: Local Reinforcement-Based Selection of Auxiliary Objectives.
Matthieu Lerasle, Abderrahim Bendahi, Adrien Fradin
2025Unveiling the dynamics of NOx pollution in internal combustion engines by Structured Grammatical Evolution.
Marcos Llamazares López, Daniel Parra, José Manuel Velasco Cabo, Oscar Garnica, Rafael Jacinto Villanueva Micó, J. Ignacio Hidalgo
2025Variable Metric Evolution Strategies for High-dimensional Multi-Objective Optimization.
Tobias Glasmachers
2025Visualizing the Dynamics of Neuroevolution with Genetic Distance Projections.
Evan Patterson, Joshua Karns, Zimeng Lyu, Travis Desell
2025When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks?
Eleni Nisioti, Erwan Plantec, Milton Montero, Joachim Winther Pedersen, Sebastian Risi
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