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ORCIDIEEE Transactions on Evolutionary Computation, Volume 29
Volume 29, Number 1, February 2025
- Zhi-Zhong Liu
, Fan Wu, Juan Liu, Yunchuan Qin, Kenli Li:
Constrained Multiobjective Optimization With Escape and Expansion Forces. 2-15 - Yi Jiang, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang:
Knowledge Learning for Evolutionary Computation. 16-30 - Shumin Xie, Kangshun Li, Wenxiang Wang, Hui Wang, Chaoda Peng, Hassan Jalil:
A Tractive Population-Assisted Dual-Population and Two-Phase Evolutionary Algorithm for Constrained Multiobjective Optimization. 31-45 - Bach Hoai Nguyen, Bing Xue, Peter Andreae, Mengjie Zhang:
Evolutionary Instance Selection With Multiple Partial Adaptive Classifiers for Domain Adaptation. 46-60 - Yong Zeng, Yuansheng Cheng, Jun Liu:
A Surrogate-Assisted Constrained Optimization Evolutionary Algorithm by Searching Multiple Kinds of Global and Local Regions. 61-75 - Weilong Liu, Yong Zhang, Kailong Liu, Barry Quinn, Xingyu Yang, Qiao Peng:
Evolutionary Multiobjective Optimization for Large-Scale Portfolio Selection With Both Random and Uncertain Returns. 76-90 - Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier Teytaud:
Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym. 91-101 - Jiao Liu, Abhishek Gupta, Chinchun Ooi, Yew-Soon Ong:
ExTrEMO: Transfer Evolutionary Multiobjective Optimization With Proof of Faster Convergence. 102-116 - Judith Echevarrieta, Etor Arza, Aritz Pérez:
Speeding-Up Evolutionary Algorithms to Solve Black-Box Optimization Problems. 117-131 - Zhenzhong Wang, Lulu Cao, Liang Feng, Min Jiang, Kay Chen Tan:
Evolutionary Multitask Optimization With Lower Confidence Bound-Based Solution Selection Strategy. 132-144 - Oliver Schütze, Angel E. Rodriguez-Fernandez, Carlos Segura, Carlos Hernández:
Finding the Set of Nearly Optimal Solutions of a Multiobjective Optimization Problem. 145-157 - Lingyun Zhou, Daniel F. Silva, Alice E. Smith:
Locating Drone Stations for a Truck-Drone Delivery System in Continuous Space. 158-171 - Jian-Yu Li, Zhi-Hui Zhan, Yun Li, Jun Zhang:
Multiple Tasks for Multiple Objectives: A New Multiobjective Optimization Method via Multitask Optimization. 172-186 - Linas Stripinis, Jakub Kudela, Remigijus Paulavicius:
Benchmarking Derivative-Free Global Optimization Algorithms Under Limited Dimensions and Large Evaluation Budgets. 187-204 - Yanchi Li, Wenyin Gong:
Multiobjective Multitask Optimization With Multiple Knowledge Types and Transfer Adaptation. 205-216 - Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang:
Toward Evolving Dispatching Rules With Flow Control Operations by Grammar-Guided Linear Genetic Programming. 217-231 - Zixiao Pan, Ling Wang, Jingjing Wang, Qingfu Zhang:
A Bi-Learning Evolutionary Algorithm for Transportation-Constrained and Distributed Energy-Efficient Flexible Scheduling. 232-246 - Xiangzhou Gao, Shenmin Song, Hu Zhang, Zhenkun Wang:
A Flexible Ranking-Based Competitive Swarm Optimizer for Large-Scale Continuous Multiobjective Optimization. 247-261 - Lauren Hayward, Andries P. Engelbrecht:
Determining Metaheuristic Similarity Using Behavioral Analysis. 262-274 - Aljosa Vodopija, Tea Tusar, Bogdan Filipic:
Characterization of Constrained Continuous Multiobjective Optimization Problems: A Performance Space Perspective. 275-285
Volume 29, Number 2, April 2025
- Yi Jiang, Zhi-Hui Zhan, Kay Chen Tan, Sam Kwong, Jun Zhang:
Knowledge Structure Preserving-Based Evolutionary Many-Task Optimization. 287-301 - Paul Kent, Adam Gaier, Jean-Baptiste Mouret, Juergen Branke:
Bayesian Optimization for Quality Diversity Search With Coupled Descriptor Functions. 302-316 - Fei Liu, Qingfu Zhang, Qingling Zhu, Xialiang Tong, Mingxuan Yuan:
Machine Learning-Assisted Multiobjective Evolutionary Algorithm for Routing and Packing. 317-330 - Niki van Stein, Thomas Bäck:
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics. 331-345 - Yuquan Wang, Naiming Xie, Nanlei Chen, Hui Ma, Gang Chen:
Genetic Programming Hyper Heuristic With Elitist Mutation for Integrated Order Batching and Picker Routing Problem. 346-359 - Deniz Preil, Michael Krapp:
Genetic Multi-Armed Bandits: A Reinforcement Learning Inspired Approach for Simulation Optimization. 360-374 - Junfei Li, Yanrong Hu, Simon X. Yang:
A Novel Knowledge-Based Genetic Algorithm for Robot Path Planning in Complex Environments. 375-389 - Jaume Reixach, Christian Blum, Marko Djukanovic, Günther R. Raidl:
A Biased Random Key Genetic Algorithm for Solving the Longest Common Square Subsequence Problem. 390-403 - Genghui Li, Zhenkun Wang, Weifeng Gao, Ling Wang:
Decoupling Constraint: Task Clone-Based Multitasking Optimization for Constrained Multiobjective Optimization. 404-417 - Thanh V. T. Tran, Truong Son Hy:
Protein Design by Directed Evolution Guided by Large Language Models. 418-428 - Jinghui Zhong, Junlan Dong, Wei-Li Liu, Liang Feng, Jun Zhang:
Multiform Genetic Programming Framework for Symbolic Regression Problems. 429-443 - Bingdong Li, Yanting Yang, Peng Yang, Guiying Li, Ke Tang, Aimin Zhou:
Causal Inference-Based Large-Scale Multiobjective Optimization. 444-458 - Hanyuan Huang, Tao Li, Beibei Li, Wenhao Wang, Yanan Sun:
A Bidirectional Differential Evolution-Based Unknown Cyberattack Detection System. 459-473 - Lei Chen, Yiu-Ming Cheung, Hai-Lin Liu, Yutao Lai:
MOTEA-II: A Collaborative Multiobjective Transformation-Based Evolutionary Algorithm for Bilevel Optimization. 474-489 - Michal Witold Przewozniczek, Bartosz Frej, Marcin Michal Komarnicki:
From Direct to Directional Variable Dependencies - Nonsymmetrical Dependencies Discovery in Real-World and Theoretical Problems. 490-504 - Yuji Zou, Jin-Kao Hao, Qinghua Wu:
A Two-Individual Evolutionary Algorithm for Cumulative Capacitated Vehicle Routing With Single and Multiple Depots. 505-518 - Yang Nan, Tianye Shu, Hisao Ishibuchi, Ke Shang:
Gradient-Guided Local Search for Large-Scale Hypervolume Subset Selection. 519-533 - Xingyu Wu, Sheng-Hao Wu, Jibin Wu, Liang Feng, Kay Chen Tan:
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap. 534-554 - Yuheng Lei, Yao Lyu, Guojian Zhan, Tao Zhang, Jiangtao Li, Jianyu Chen, Shengbo Eben Li, Sifa Zheng:
Zeroth-Order Actor-Critic: An Evolutionary Framework for Sequential Decision Problems. 555-569
Volume 29, Number 3, June 2025
- Rong Qu, Nelishia Pillay, Emma Hart, Manuel López-Ibáñez:
Guest Editorial Machine-Learning-Assisted Evolutionary Computation. 571-573 - Yuanyuan Yu, Qirong Tang, Qingchao Jiang, Qinqin Fan:
A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation. 574-588 - Xin-Rui Tao, Quan-Ke Pan, Liang Gao:
An Iterated Greedy Algorithm With Reinforcement Learning for Distributed Hybrid Flowshop Problems With Job Merging. 589-600 - Jianqing Lin, Cheng He, Hanjing Jiang, Yabing Huang, Yaochu Jin:
Surrogate-Assisted Multiobjective Gene Selection for Cell Classification From Large-Scale Single-Cell RNA Sequencing Data. 601-615 - Xi Lin, Xiaoyuan Zhang, Zhiyuan Yang, Qingfu Zhang:
Dealing With Structure Constraints in Evolutionary Pareto Set Learning. 616-630 - Bingdong Li, Yan Zhang, Peng Yang, Xin Yao, Aimin Zhou:
A Two-Population Algorithm for Large-Scale Multiobjective Optimization Based on Fitness-Aware Operator and Adaptive Environmental Selection. 631-645 - Jun Hong, Zhi-Hui Zhan, Langchong He, Zongben Xu, Jun Zhang:
Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach. 646-660 - Ofer M. Shir, Michael T. M. Emmerich:
Multiobjective Mixed-Integer Quadratic Models: A Study on Mathematical Programming and Evolutionary Computation. 661-675 - Qiyuan Yu, Qiuzhen Lin, Junkai Ji, Wei Zhou, Shan He, Zexuan Zhu, Kay Chen Tan:
A Survey on Evolutionary Computation-Based Drug Discovery. 676-696 - Langchun Si, Xingyi Zhang, Ye Tian, Shangshang Yang, Limiao Zhang, Yaochu Jin:
Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multiobjective Optimization. 697-710 - Xiao-Qi Guo, Feng-Feng Wei, Jun Zhang, Wei-Neng Chen:
A Classifier-Ensemble-Based Surrogate-Assisted Evolutionary Algorithm for Distributed Data-Driven Optimization. 711-725 - Andrzej Jaszkiewicz, Piotr Zielniewicz:
Improving the Efficiency of the Distance-Based Hypervolume Estimation Using ND-Tree. 726-733 - Tong Qian, Xiao-Fang Liu, Yongchun Fang:
A Cooperative Ant Colony System for Multiobjective Multirobot Task Allocation With Precedence Constraints. 734-748 - Yun Liu, Fangfang Zhang, Yanan Sun, Mengjie Zhang:
Evolutionary Trainer-Based Deep Q-Network for Dynamic Flexible Job-Shop Scheduling. 749-763 - Xianpeng Wang, Yumeng Zhao, Lixin Tang, Xin Yao:
MOEA/D With Spatial-Temporal Topological Tensor Prediction for Evolutionary Dynamic Multiobjective Optimization. 764-778 - Shenglian Tan, Yong Wang, Guangyong Sun, Tong Pang, Ke Tang:
A Surrogate-Assisted Evolutionary Framework for Expensive Multitask Optimization Problems. 779-793 - Xiaolong Wu, Wei Wang, Tengfei Zhang, Honggui Han, Junfei Qiao:
Improved Evolutionary Multitasking Optimization Algorithm With Similarity Evaluation of Search Behavior. 794-808 - Xiaoliang Chu, Fei Ming, Wenyin Gong:
Competitive Multitasking for Computational Resource Allocation in Evolutionary-Constrained Multiobjective Optimization. 809-821 - Kaiyu Wang, Shangce Gao, MengChu Zhou, Zhi-Hui Zhan, Jiujun Cheng:
Fractional Order Differential Evolution. 822-835 - Ruizhao Zheng, Yong Zhang, Xiaoyan Sun, Dun-Wei Gong, Xiao Zhi Gao:
An Interval Multiobjective Evolutionary Generation Algorithm for Product Design Change Plans in Uncertain Environments. 836-850
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