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| 2025 | An LLM-Based Multi-Agent Framework for Evolutionary Blackbox Optimization. | Jill Baumann, Oliver Kramer |
| 2025 | Surrogate Model-Based Multi-Objective Optimization Using Desirability Functions. | Thomas Bartz-Beielstein |
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| 2025 | Linear Genetic Programming. | Wolfgang Banzhaf, Ting Hu |
| 2025 | On "Solving The Travelling Salesman Problem Using A Single Qubit" vs. Quantum Genetic Optimization: Are we there? | Hamza Baniata |
| 2025 | A comparison of tournament and lexicase selection paradigms in regression problems: error-based fitness versus correlation fitness. | Illya Bakurov, Aidan Murphy, Charles Ofria, Wolfgang Banzhaf |
| 2025 | A Variational Quantum Algorithm for the Permutation Flow Shop Scheduling Problem. | Marco Baioletti, Fabrizio Fagiolo, Angelo Oddi, Riccardo Rasconi |
| 2025 | Multi-Objective Genetic Programming for Imbalanced Classification with Adaptive Thresholds and a New Fitness Function. | Minghui Bai, Xiaoying Gao, Jiaxin Niu, Jianbin Ma |
| 2025 | Destination-Oriented Route Construction for Ant Colony Optimization to Solve MinMax Multiple Travelling Salesmen Problems. | Hai-Long Bai, Qiang Yang, Pei-Yan Yuan, Dan-Ting Duan, Tao Li, Dong Liu, Jun Zhang |
| 2025 | Dominated Novelty Search: Rethinking Local Competition in Quality-Diversity. | Ryan Bahlous-Boldi, Maxence Faldor, Luca Grillotti, Hannah Janmohamed, Lisa Coiffard, Lee Spector, Antoine Cully |
| 2025 | SCRBenchmark: A Benchmarking Library for Shape-Constrained Regression. | Florian Bachinger, Bernhard Werth, Jan Zenisek, Christian Haider, Fabrcio Olivetti de Frana |
| 2025 | Algorithm Explainability for Malware Evolution with Search Trajectory Networks. | Kehinde O. Babaagba, Ritwik Murali, Sarah L. Thomson |
| 2025 | Advanced Techniques for Maximizing Demand Satisfaction in EV Charging Scheduling. | Abdennour Azerine, Mahmoud Golabi, Ammar Oulamara, Lhassane Idoumghar |
| 2025 | Bi-Level Hybrid Genetic Algorithm Enhanced with Multiple Reinforcement Learning Methods for EV Charging Scheduling. | Abdennour Azerine, Mahmoud Golabi, Lhassane Idoumghar |
| 2025 | A Local Search Deep Q-Network to Optimize On-Demand Tranportation Problems. | Mariem Ayari, Sonia Nasri, Hend Bouziri, Wassila Aggoune-Mtalaa |
| 2025 | On the Pareto Set and Front of Multiobjective Spherical Functions with Convex Constraints. | Anne Auger, Dimo Brockhoff, Jordan N. Cork, Tea Tusar |
| 2025 | Evolving Cryptographic Boolean Functions with Reaction Systems. | Rocco Ascone, Luca Mariot, Luca Manzoni, Gloria Pietropolli |
| 2025 | Explainable AI Based Diagnosis of Poisoning Attacks in Evolutionary Swarms. | Mehrdad Asadi, Roxana Radulescu, Ann Now |
| 2025 | Congestion-Aware Multi-Agent Path Planning for Pick-Up and Delivery Tasks. | Mehrdad Asadi, Ann Now, Javad Ghofrani |
| 2025 | Covariance Matrix Adaptation Evolution Strategy without a matrix. | Jaroslaw Arabas, Adam Stelmaszczyk, Eryk Warchulski, Dariusz Jagodzinski, Rafal Biedrzycki |
| 2025 | Local Self-Adaptive Mutation: Enhancing Multi-Objective Optimization through Localized Operator Selection and Parameter Adaptation. | Michal Antkiewicz |
| 2025 | Hot off the Press: First Steps Towards a Runtime Analysis When Starting With a Good Solution. | Denis Antipov, Maxim Buzdalov, Benjamin Doerr |