| 2026 | Parallel Local Search for MaxSAT with Solutions and Score Functions Co-evolving. | Mengchuan Zou, Peng Lin, Yi Chu, Shaowei Cai |
| 2026 | Learning-Augmented Cluster-Wise Prediction for Dynamic Multi-Objective Optimization. | Lijing Zhang, Yan Qiang, Juanjuan Zhao |
| 2026 | Toward a Better NSGA-III: Addressing Consistency, Stability, and Uniformity. | Kenneth Zhang, Lie Meng Pang, Hisao Ishibuchi |
| 2026 | Operator-Host Compatibility: When Does IVF Help SPEA2, NSGA-II, or NSGA-III? | Pedro Sanches Zambrano, Eduardo Faria de Souza, Altino Dantas, Celso G. Camilo-Junior |
| 2026 | Multi-objective Approaches for Leakage-Safe Compact Prediction on Temporal Logs. | Qianyun Ye, Mounir Hafsa, Laetitia Jourdan, Clarisse Dhaenens, Julie Jacques |
| 2026 | Learning to Solve Complex Constrained Routing Problems with Feasibility-Guided Reward And Diversity-Guided Policy. | Yuanxu Yang, Zikang Yu, Jiahai Wang, Jieyi Bi, Jinbiao Chen, Zizhen Zhang |
| 2026 | Accelerating Lagrangian Relaxation via Dual-Guided Genetic Search for UAV Trajectory and Camera Orientation Optimization. | Ning Xue, Yifeng Sheng, Yiming Quan, Tianxiang Cui, Ruibin Bai |
| 2026 | Decomposing Anytime Algorithm Performance with Bayesian Ranking ANOVA. | Jonathan Wurth, Helena Stegherr, Michael Heider, Jrg Hhner |
| 2026 | Insights from Multi-tasking the EAX Algorithm for the Travelling Salesperson Problem. | Liam Wigney, Aneta Neumann, Yew Soon Ong, Frank Neumann |
| 2026 | Multitask Pareto Optimization for Monotone Submodular Problems with Dynamic Constraints. | Liam Wigney, Frank Neumann |
| 2026 | From Small to Large: A Heuristic Divide-and-Neural-Conquer Framework for Large-Scale Vehicle Routing Problems. | Debing Wang, Junyi Luo, Zhanhong Fang, Yunfeng Xu, Zizhen Zhang |
| 2026 | Untangling the Tapestry: k-Bounded Problems and Local Optima Networks. | Sarah L. Thomson, Michal Przewozniczek |
| 2026 | From Population to Individual: A New Evolutionary Model for Multi-Objective CMA-ES. | Zheng Tan, Bo Yuan, Miqing Li |
| 2026 | An Easy-to-Use Extension of Surrogate-Assisted Multi-Objective Evolutionary Algorithms for Expensive Robust Optimization. | Takuro Tanaka, Yuma Horaguchi, Yuma Yamaguchi, Kei Nishihara, Masaya Nakata |
| 2026 | Hybrid Adaptive RL Preference Learning in Multi-objective Portfolio Optimisation. | Rahul Soni, Matthew J. Craven, David J. Walker, Julian Stander |
| 2026 | A Scalable Benchmark Test Suite for Dynamic Multi-objective Optimization with a Changing Number of Objectives. | Ke Shang, Zhiyun Xiao, Yuxuan Liu, Jianguo Li, Shaojiang Wang, Wei Sun |
| 2026 | Sampling on Random Subspaces Under Limited Data in the Context of Exploratory Landscape Analysis. | Ivn Olarte Rodrguez, Anja Jankovic, Thomas Bck, Elena Raponi |
| 2026 | From Networks to Landscapes: Sampling and Topographic Visualisation of Continuous LONs. | Quentin Renau, Gabriela Ochoa, Arnaud Liefooghe, Jonathan E. Fieldsend |
| 2026 | Matrix-Based Ant Colony Optimization with Matrix-Based 2-Opt for Traveling Salesman Problem. | Chen-Ke Qiu, Gong-Wei Song, Qiang Yang, Dan-Ting Duan, Pei-Lan Xu, Xu-Dong Gao, Zhenyu Lu, Jun Zhang |
| 2026 | Benchmarking the Multi-objective Evolutionary Algorithms for Solving Non-linear Multi-objective Fixed-Charge Transportation Problems. | Cristian Pop, Adrian Petrovan, Petrica C. Pop |
| 2026 | Performance Indicators for Anytime Performance Analysis of Multi-objective Evolutionary Algorithms. | Lie Meng Pang, Hisao Ishibuchi |
| 2026 | Accelerating Bilevel Evolutionary Multi-objective Optimization via Offline Parametric Pareto Set Learning. | Jiarong Ou, Yutao Lai, Hai-Lin Liu |
| 2026 | On the Runtime Analysis of Reinforcement Learning Hyper-Heuristics. | Pietro S. Oliveto, Zhenyu Wang, Peizhou Wu, Mengqing Xu |
| 2026 | On the Generalization Bounds of Symbolic Regression with Genetic Programming. | Masahiro Nomura, Ryoki Hamano, Isao Ono |
| 2026 | A Permutation-Based Reformulation for Approximating Weitzman Diversity for Benchmarking in Multi-objective Optimization. | Mahboubeh Nezhadmoghaddam, Adrin Isa Morales-Paredes, Julio Jurez, Jess Guillermo Falcn-Cardona, Vctor Adrin Sosa-Hernndez |