FOGA A

29 papers

YearTitle / Authors
2025A First Runtime Analysis of the PAES-25: An Enhanced Variant of the Pareto Archived Evolution Strategy.
Andre Opris
2025A Fixed-Parameter Tractable GA for Data Clustering.
Liam Gaeuman, Andrew M. Sutton
2025A Standardized Benchmark Set of Clustering Problem Instances for Comparing Black-Box Optimizers.
Diederick Vermetten, Catalin-Viorel Dinu, Marcus Gallagher
2025Additive Drift as an Optimization Problem for the (1 + 1)-ES.
Alexander Jungeilges, Tobias Glasmachers
2025Additive drift is all you need - if you are an evolution strategy.
Tobias Glasmachers
2025Analyzing Competitive Coevolution across Families of N-Player Games through Tree Search.
Sean N. Harris, Daniel R. Tauritz, Samuel A. Mulder
2025Answering Hamming.
Joshua D. Knowles
2025Availability of Perfect Decomposition in Statistical Linkage Learning for Unitation-Based Function Concatenations.
Michal Prusik, Bartosz Frej, Michal Witold Przewozniczek
2025Clearing the Combinatorial Fog: Tracing the Hidden Paths of TSP Heuristics.
Jonathan Heins, Sebastian Dengel, Darrell Whitley, Pascal Kerschke
2025Conditional Direct Empirical Linkage Discovery for Solving Multi-Structured Problems.
Michal Witold Przewozniczek, Peter A. N. Bosman, Anton Bouter, Arthur Guijt, Marcin M. Komarnicki, Dirk Thierens
2025Distributed Evolutionary Algorithms with Adversarial Corruption.
Brahim Aboutaib, Andrew M. Sutton
2025Diversity-Preserving Exploitation of Crossover.
Johannes Lengler, Tom Offermann
2025Efficient Online Automated Algorithm Selection in the Face of Data-Drift in Optimisation Problem Instances.
Jeroen Rook, Quentin Renau, Heike Trautmann, Emma Hart
2025Empirical Linkage Discovery in Bi-Objective Optimization.
Michal Witold Przewozniczek, Marcin M. Komarnicki, Renato Tinós
2025Enhancing Parameter Control Policies with State Information.
Gianluca Covini, Denis Antipov, Carola Doerr
2025Foundations of Correlated Mutations for Integer Programming.
Ofer M. Shir, Michael Emmerich
2025Generating Realistic Benchmarks for Dynamic Truck and Trailer Scheduling using Gaussian Copulas.
Joan Alza, Josu Ceberio, Mark Bartlett, John McCall
2025Hyper-GRASP: A Hypervolume-Based Constructive Heuristic.
Gonçalo Lopes, Luís Paquete, Carlos M. Fonseca
2025Multi-parameter Control for the (1+(λ, λ))-GA on OneMax via Deep Reinforcement Learning.
Tai Nguyen, Phong Le, Carola Doerr, Nguyen Dang
2025On the Problem Characteristics of Multi-objective Pseudo-Boolean Functions in Runtime Analysis.
Zimin Liang, Miqing Li
2025Optimal Distributions of Solutions for Maximizing the Minimum Crowding Distance for Two-Objective and Three-Objective Linear Pareto Fronts: Search Behavior Analysis of NSGA-II.
Hisao Ishibuchi, Yang Nan, Lie Meng Pang
2025Optimal Restart Strategies for Parameter-dependent Optimization Algorithms.
Lisa Schönenberger, Hans-Georg Beyer
2025Population Dynamics and Improved Runtime Guarantees for the (μ+1) EA on BinVal.
Martin S. Krejca, Frank Neumann, Carsten Witt
2025Proceedings of the 18th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2025, Leiden, The Netherlands, August 27-29, 2025
2025Runtime Analysis of a Compact Genetic Algorithm with High Selection Pressure.
Sumit Adak, Carsten Witt
2025Runtime Bounds for a Coevolutionary Algorithm on Classes of Potential Games.
Mario Alejandro Hevia Fajardo, Jamal Toutouh, Erik Hemberg, Una-May O'Reilly, Per Kristian Lehre
2025Scalable Multi-Modal Multi-Objective Test Problems with Respect to Decision Space Dimensionality and Pareto Set Dimensionality: High-Dimensional Manhattan Distance Minimization Problems.
Hisao Ishibuchi, Tianye Shu, Lie Meng Pang
2025Surrogate Model Assisted Evolutionary Algorithms: Performance Bound and Incremental Gaussian Process Model Updates.
Hong Huang, Dirk V. Arnold
2025Trust Region-Based Bayesian Optimisation to Discover Diverse Solutions.
Kokila Kasuni Perera, Frank Neumann, Aneta Neumann