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IEEE 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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