| 2026-10-31 | Evolutionary memory-guided co-evolution of search and reasoning for manufacturing value chain scheduling | Swarm and Evolutionary Computation | Wenjun Xu, Shuang Zheng, Kaipu Wang et al. | Wuhan University of Technology |
| 2026-10-31 | Preference-conditioned graph reinforcement learning for dynamic integrated scheduling of AGVs and unrelated parallel machines with finite buffers | Swarm and Evolutionary Computation | Lei Yue, Yuhao Zhu, Dan Luo et al. | Guangzhou University; Dalian University of Technology; Liaocheng University |
| 2026-10-29 | Distribution-guided evolution and tail-adaptive search for robust portfolio optimization | Swarm and Evolutionary Computation | Tanuja Mathpal, Arun Kumar | Govind Ballabh Pant University of Agriculture and Technology |
| 2026-10-29 | An online adaptive dual-space prediction strategy for dynamic interval constrained multi-objective optimization problems | Swarm and Evolutionary Computation | Qihong Chen, Qingsong Zhao, Zhigang Zou et al. | National University of Defense Technology |
| 2026-10-27 | Non-linear search-space transformations break scale invariance in bounded particle swarm optimization | Swarm and Evolutionary Computation | Jörg Kunkelmoor, Paolo Mercorelli | Leuphana University of Lüneburg |
| 2026-10-27 | A Q-learning enhanced multi-objective memetic algorithm for vehicle routing with simultaneous pickup-delivery and time windows | Swarm and Evolutionary Computation | 赖雪瑜, Yalan Zhou | Guangdong University Of Finances and Economics; Guangdong University of Finance |
| 2026-10-26 | ChiSao: A fully GPU-resident optimizer for cataloguing the modes of multimodal black-box functions | Swarm and Evolutionary Computation | Ira Wolfson | Braude College of Engineering Karmiel |
| 2026-10-25 | GANCS: GAT-enhanced PPO warm-starting of NSGA-III for energy- and SLA-aware cloud workflow scheduling | Swarm and Evolutionary Computation | Amine Chraibi | Université Ibn Zohr |
| 2026-10-25 | A bi-level reinforcement learning-driven adaptive genetic algorithm for dynamic flexible job shop scheduling in complex product manufacturing | Swarm and Evolutionary Computation | Qingyang Jia, Jennifer Li Jennifer Li, Yajie Dou et al. | National University of Defense Technology; Xidian University |
| 2026-10-24 | Robust Constrained Multimodal Dominance evolution for dynamic weapon–target assignment | Swarm and Evolutionary Computation | Xingyi Yao, Wenhua Li, Tao Zhang et al. | National University of Defense Technology |
| 2026-10-24 | Timebox-enhanced evolutionary algorithm for electric vehicle–drone routing problem with drone stations and time windows | Swarm and Evolutionary Computation | Setyo Tri Windras Mara, Ruhul Amin Sarker, Saber Mohammed Elsayed et al. | UNSW Canberra; University of Sharjah; Basque Center for Applied Mathematics; … |
| 2026-10-24 | RL-EPSO: Feature-level Q-learning-enhanced binary particle swarm optimization for feature selection | Swarm and Evolutionary Computation | Kunpeng Zhang, Shulin Yan, Jingyi Jin et al. | Qingdao University of Science and Technology; Jilin University; Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University |
| 2026-10-24 | NOPT: A learning-enhanced metaheuristic solver for combinatorial optimization problems | Swarm and Evolutionary Computation | Lei Li, Yonghao Du, Feng Yao et al. | National University of Defense Technology; Xidian University; Jiangsu University of Technology; … |
| 2026-10-24 | A multimodal multi-objective evolutionary algorithm with dual-space guidance and adaptive isolation | Swarm and Evolutionary Computation | Meilin Zhang, Junhua Li, Caitong Yue et al. | Nanchang Hangkong University; Zhengzhou University; Anhui University of Science and Technology |
| 2026-10-24 | Visual-Enhanced Fireworks Algorithm via multimodal large language models | Swarm and Evolutionary Computation | Shipeng Cen, Ying Tan | Peking University |
| 2026-10-24 | A model-agnostic explainable framework for parameter approximation in global optimization algorithms | Swarm and Evolutionary Computation | Pablo Olivares, Rodrigo Olivares | University of Valparaíso |
| 2026-10-23 | Thermodynamically governed unified optimisation: Regime dependence across scalar, multimodal, and multiobjective search | Swarm and Evolutionary Computation | Krishnan Batri, G. Geetha, Lakshmi S | Sharda University |
| 2026-10-22 | Toward verifiable learning-driven satellite mission planning: Architecting learn to optimize and large language models | Swarm and Evolutionary Computation | Yaoyuan Zeng, Xin Long, Haoran Zhang et al. | National University of Defense Technology; Xidian University; Jiangsu University of Technology |
| 2026-10-21 | Prediction-based dynamic constrained multi-objective optimization via temporal–spatial response error suppression | Swarm and Evolutionary Computation | Yuanjun Chen, Chaoda Peng, Sheng-Hao Wu et al. | South China Agricultural University; Jilin University; Hong Kong Polytechnic University |
| 2026-10-21 | A PINN-assisted physics-guided meta-heuristic optimization method for material–energy synergy in converter steelmaking | Swarm and Evolutionary Computation | Ke Dong, Congbo Li, Bo Li et al. | Chongqing University; State Key Laboratory of Mechanical Transmission; CISDI Group (China) |
| 2026-10-19 | A Q-learning-guided evolutionary hyper-heuristic for dynamic multi-UAV coalition mission planning | Swarm and Evolutionary Computation | Mengji Shi, Xiao Cheng, Yu Wu et al. | University of Electronic Science and Technology of China |
| 2026-10-19 | An evolutionary algorithm-based event-adaptive rolling-horizon framework for dynamic wafer probing rescheduling with flexible preventive maintenance | Swarm and Evolutionary Computation | Yifan Gao, Xinyu Li, Chunjiang Zhang et al. | Huazhong University of Science and Technology |
| 2026-10-19 | A boundary expansion local search framework for enhancing diversity of MOEAs in multi-objective combinatorial optimization | Swarm and Evolutionary Computation | Xuepeng Ren, Shengxiang Yang, Guangming Dai et al. | China University of Geosciences; De Montfort University |
| 2026-10-18 | Reinforcement learning-assisted parameter control for constrained multi-objective evolutionary optimization | Swarm and Evolutionary Computation | Zhe Yang, Libao Deng, Chunlei Li et al. | Harbin Institute of Technology; Tsinghua University |
| 2026-10-15 | A scalable channel pruning framework with computation-adaptive artificial bee colony | Swarm and Evolutionary Computation | Yijie Chen, Chengyang Sun, Yaqi Yao et al. | Northwest A&F University; Hunan University; SUNY New Paltz |
| 2026-10-15 | An adaptive Bi-population and harmonic distance of density differences for multi-objective evolutionary algorithm | Swarm and Evolutionary Computation | Baihao Qiao, Ziru Feng, Rongrong Bai et al. | Zhongyuan University of Technology |