| 2026 | From Prompts to Pareto Fronts: Using Code LMs as Semantic Genetic Operators for Compiler Bug Discovery. | Lang Hong Nguyet Anh, Ho Viet Duc Luong, Vu Van An |
| 2026 | Continuous Pareto Nested Rollout Policy Adaptation for Multiobjective Sequential Optimization. | Nathan Amoussou, Denis Pallez |
| 2026 | A Pattern-Guided Hybrid Ant Colony Optimization with Local Search for the Bin Packing Problem. | Cludio Andr Da Silva Alves, Israel Mendona, Pedro Henrique Gonzlez Silva |
| 2026 | Automatic Configuration of Genetic Algorithm Parameters for Load Shifting of Household Appliances Through Iterated Racing. | Jos Almeida, Joo P. Soares, Bruno Mota, Fernando Lezama, Luis Gomes, Carlos Ramos, Zita Vale |
| 2026 | ML-Enhanced ALNS for the CVRP: Operator Design, Neural Selection, and Learned Acceptance. | Mariam Alhosani, Jawaher Almheiri, Aysha Aldarmaki, Sarah Alrumaithah, Ayad Turky |
| 2026 | Hot off the Press: Proven Approximation Superiority of SPEA2 over NSGA-II. | Yasser Alghouass, Benjamin Doerr, Martin S. Krejca, Mohammad Lagmah |
| 2026 | Operational Decision Support for Evacuating Nursing Home Residents: A Hamburg Benchmark and Metaheuristic Comparison Under a 5-Minute Time Budget. | Nick Alexander, Milva Tannenbaum, Jrg Noennig |
| 2026 | Energy-Aware Metaheuristics. | Enrique Alba, Tomohiro Harada, Gabriel Luque |
| 2026 | Robust Multi-Asset Framework for Automated Pairs Trading. | Teresa Alarcao, Nuno Horta |
| 2026 | Clustering-Guided Knowledge Base for Multi-Objective Rule Mining on Imbalanced Datasets. | Raymonde Akiki, Chantal Saad Hajjar, Maroun Chamoun, Marie-Elonore Kessaci, Julie Jacques |
| 2026 | Evolving Multi-Agent Systems with Large Language Models: Surrogate Fitness Limitations and Empirical Insights. | Vadim Akhmerov, Dmitry Gilemkhanov, Jerzy Kaminski, Ivan Dubrovsky, Maria Zaitseva, Dmitrii Kuznechenko, Egor Rozhdestvenskiy, Danil Fedorov, Ilia Revin, Vadim A. Potemkin, Ravil Mussabayev, Alexander Boukhanovsky, Anna V. Kalyuzhnaya, Andrey V. Savchenko, Nikolay O. Nikitin |
| 2026 | Measuring Intrinsic Dimension of Multiobjective Landscapes and Dimensionality-Reduced Neuroevolution of Deep Reinforcement Learning. | Oladayo S. Ajani, Jeonggeun Kim, Jong Taek Lee, Byungchul Tak |
| 2026 | Optimizing Appliance Scheduling for Solar Energy Management Using Metaheuristic Algorithms. | Hiba Ahmed, Alexander E. I. Brownlee, Jason Adair, Simon T. Powers |
| 2026 | Machine Learning for Credit Approval: Enhancing Decision Accuracy and Explainability. | Mohamed Ahamed, Abubakar Siddique, Trung Nguyen, Muhammad Iqbal, Will N. Browne |
| 2026 | Semantic Mutation via LLMs: A Hybrid Approach to Evolutionary Program Synthesis. | Woletemaryam Liyew Abitew, Dojun Oh, Seokki Lee, Sejin Kim, Sundong Kim |
| 2025 | Diversity-driven Cooperating Portfolio of Metaheuristic Algorithms. | Adam Zychowski, Xin Yao, Jacek Mandziuk |
| 2025 | Augmented Decision Spaces for Stackelberg Security Games: Sparse evolution begets scalability. | Adam Zychowski, Abhishek Gupta, Yew Soon Ong, Jacek Mandziuk |
| 2025 | Reinforcement Learning-Guided Multi-Environmental Selection Strategy for Constrained Multi-Objective Evolutionary Optimization. | Mingcheng Zuo, Yuan Xue, Dunwei Gong, Shujing Gao, Yongde Guo |
| 2025 | Constrained Multi-objective Optimization with Search Direction Learning. | Mingcheng Zuo, Dunwei Gong, Tianyang Xue, Chunliang Zhao, Yongde Guo |
| 2025 | Simulated Annealing-based Evolutionary Algorithm for Constrained Multimodal Multiobjective Optimization. | Juan Zou, Yu Li, Qi Deng, Tianbin Xie, Sheng-Xiang Yang, Jin-Hua Zheng |
| 2025 | A customized MOEA/D with active element pattern surrogate model for direction finding array design. | Hanhua Zou, Ruwang Jiao, Fei Zhao, Changhe Li, Sanyou Zeng |
| 2025 | MGDA/D: A Multiple Gradient Descent Algorithm Based on Decomposition. | Yawen Zhou, Ke Xue, Chao Qian |
| 2025 | SiamNAS: Siamese Surrogate Model for Dominance Relation Prediction in Multi-objective Neural Architecture Search. | Yuyang Zhou, Ferrante Neri, Yew-Soon Ong, Ruibin Bai |
| 2025 | Multi-Objective Covariance Matrix Adaptation MAP-Annealing. | Shihan Zhao, Stefanos Nikolaidis |
| 2025 | Sequence Optimization of Multispacecraft Multitarget Rendezvous Missions with a Coevolutionary Algorithm. | Yu Zhang, Yue-he Zhu, Jiacheng Zhang, Yazhong Luo |