| 2025 | From Trees to Cuts: Statistical Insights into Spanning-Tree-Based Max-Cut Algorithms. | Ho-Jun Jang, Yong-Hyuk Kim |
| 2025 | Search Behavior Analysis of NSGA-III: Dominance-based and Decomposition-based Multi-objective Evolutionary Algorithm. | Hisao Ishibuchi, Lie Meng Pang, Cheng Gong |
| 2025 | Fair Performance Comparison of Evolutionary Multi-Objective Algorithms. | Hisao Ishibuchi, Lie Meng Pang |
| 2025 | Multi-Objective Fairness Approach Using Causal Bayesian Networks & Grammatical Evolution. | Zahid Irfan, Risn Loughran, Muhammad Adil Raja, Fergal McCaffery |
| 2025 | Closing the Optimization and Generalization Gap in Deep Learning with A Multi-Objective Evolutionary Algorithm. | Toki Tahmid Inan, Shahana Shultana, Amarda Shehu |
| 2025 | An Evolutionary Algorithm for Solving Decision Space Constrained Multi-Objective Binary Optimization Problems. | Felipe Honjo Ide, Hernn E. Aguirre, Kiyoshi Tanaka |
| 2025 | An Investigation of Inherent Structural Bias in Established Benchmark Sets. | David Ibehej, Alexandros Tzanetos, Martin Jurcek, Jakub Kudela |
| 2025 | Benchmarking Seven Multi-objective Optimization Methods from the PlatEMO Platform on the bbob-biobj Test Suite. | David Ibehej, Jakub Kudela |
| 2025 | A Parameter Adaptive Genetic Algorithm With Restarts for Flexible Job Shop Scheduling Problems with Worker Flexibility. | David Hutter, Thomas Steinberger, Michael Hellwig |
| 2025 | Generative Evolutionary Computation: An Automatic Gene Targeting Differential Evolution Via Genetic Programming. | Yi-Chao Huang, Xin-Xin Xu, Jian-Yu Li, Sam Kwong, Zhi-Hui Zhan, Jun Zhang |
| 2025 | Designing New Data Augmentation Functions for Fish Spectral Data by Genetic Programming. | Zhixing Huang, Bing Xue, Mengjie Zhang, Jeremy S. Rooney, Keith C. Gordon, Daniel P. Killeen |
| 2025 | Evolvability in Rule-Making: A Self-Amendment Game Among LLM Agents. | Kazuya Horibe |
| 2025 | High-Dimensional Expensive Multiobjective Optimization Using a Surrogate-Assisted Multifactorial Evolutionary Algorithm. | Yuma Horaguchi, Masaya Nakata |
| 2025 | Evolutionary Multiobjective Optimization Assisted by Scalarization Function Approximation for High-Dimensional Expensive Problems (HOP GECCO'25). | Yuma Horaguchi, Kei Nishihara, Masaya Nakata |
| 2025 | Using Ant Colony Optimization for Fractional Orienteering Problem with Mandatory Nodes. | Vladimr Hol, Ondrej Sokol |
| 2025 | Nested Multi-objective Model Updating for an Aircraft Wingtail Digital Twin. | Jake Hollins, Konstantinos Agathos, Tinkle Chugh |
| 2025 | Hybrid-Surrogate-Assisted Particle Swarm Optimization with Adaptive Surrogate Selection for Solving High-Dimensional Expensive Optimization Problems. | Maoxin He, Chixin Xiao, Dechen Jiang |
| 2025 | How to Train Algorithm Selection Models: Insights from Black-box Continuous Optimization. | Xiao He, Haopu Shang, Chao Qian |
| 2025 | Comparing PushGP and GPT-4o on Program Synthesis with only Input-Output Examples. | Jose Guadalupe Hernandez, Anil Kumar Saini, Gabriel Ketron, Jason H. Moore |
| 2025 | Evaluating the Generalizability of Machine Learning Pipelines When Using Lexicase or Tournament Selection. | Jose Guadalupe Hernandez, Anil Kumar Saini, Ankit Gupta, Jason H. Moore |
| 2025 | Benchmarking MOEAs for solving continuous multi-objective RL problems. | Roberto Santana Hermida, Carlos Ignacio Hernndez Castellanos |
| 2025 | Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics. | Erik Hemberg, Stephen Moskal, Una-May O'Reilly, Eric Liu, Lucille Fuller |
| 2025 | To 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 |
| 2025 | How to Design an LCS to Create Explainable AI Models for Real-World Applications. | Michael Heider |
| 2025 | Targeting Evaluation, Computation and Interaction Costs in Expensive Black-Box Multi-Objective Optimization. | Arash Heidari, Sebastian Rojas-Gonzalez, Ivo Couckuyt |