IEEE Transactions on Evolutionary Computation, Volume 30, Issue 5, October 2025

1) Evolutionary Hypergraph Learning: A Multiobjective Influence Maximization Approach Considering Seed Selection Costs

Author(s): X. Qu, W. Pei, Q. Wang, Y. Yang, B. Xue, M. Zhang, Q. Zhang

Pages: 1777 – 1790

2) Nanorobots-Assisted In Vivo Computational Methodology for Tumor Lesion Exploitation and Lesion Boundary Exploration

Author(s): S. Shi, Z. Xu, J. Zou, W. Liu, Q. Huang

Pages: 1791 – 1802

3) A Coevolutionary Response Framework for Dynamic Constrained Multiobjective Optimization Problems

Author(s): Q. Bao, M. Wang, S. Yang, G. Dai, X. Chen

Pages: 1803 – 1817

4) GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy

Author(s): X. -C. Liao, Y. Mei, M. Zhang

Pages: 1818 – 1832

5) Space Net Optimization for Single Objective Bound Constrained Problems

Author(s): C. -W. Tsai, Y. -C. Yang, T. -C. Tang, C. -W. Hsu

Pages: 1833 – 1847

6) Co-Evolutionary Dual-Tree Genetic Programming for Fine-Grained Flower Image Classification

Author(s): Q. Wang, Y. Bi, B. Xue, M. Zhang

Pages: 1848 – 1862

7) Collaborative Evolutionary Multitasking Multiobjective Adversarial Attacks in Hyperspectral Image Classification

Author(s): H. Li, J. Li, M. Gong, K. Dang, A. K. Qin, Y. Wu, L. Xing

Pages: 1863 – 1877

8) A Generative Adversarial Network Based Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization

Author(s): F. Wang, J. Xie, F. Liao, Y. Li, Y. Guo, S. Yang, A. Zhou

Pages: 1878 – 1892

9) Efficient Evolutionary Neural Architecture Search With Hierarchical Parameter Mapping for Monocular Depth Estimation

Author(s): H. Zhang, Z. Yu, Y. Jin, X. Liu, W. Sheng, R. Liu, X. Li, Q. Liu, R. Cheng

Pages: 1893 – 1907

10) Enhanced Evolution of Parallel Algorithm Portfolio for Vehicle Routing Problem via Transfer Optimization

Author(s): T. Guo, Y. Mei, M. Zhang, K. Tang, K. Cai, W. Du

Pages: 1908 – 1922

11) A Fitness Spatially Informed Evolutionary Algorithm for Deceptive Multimodal Multiobjective Optimization

Author(s): Y. Ti, C. Li, X. Cai, S. Yang

Pages: 1923 – 1936

12) Learning to Decompose and Optimize for Large Scale Overlapping Problems

Author(s): M. Tian, W. Du, W. Fang, Y. Tang, Y. Jin

Pages: 1937 – 1951

13) Learn to Optimize Large-Scale Uncapacitated Facility Location Problems With an Adaptive Problem Reduction Strategy

Author(s): H. Tong, S. Zhang, J. Liu, B. Yuan, K. Tang, X. Yao

Pages: 1952 – 1965

14) A Size-Imbalanced Dual Population With Complementary Search for Sparse Large-Scale Multimodal Multiobjective Optimization

Author(s): X. Wang, Y. Jin

Pages: 1966 – 1980

15) Expensive Constrained Optimization via Adaptive Switching Between Surrogate-Assisted Constrained and Unconstrained Search

Author(s): Y. Liu, J. Liu, L. Tang

Pages: 1981 – 1995

16) Dual Relational Surrogate-Assisted Evolution for Expensive Constrained Multiobjective Optimization

Author(s): S. Liu, P. Chen, Q. Lin

Pages: 1996 – 2010

17) Estimation of Hitting Time by Hitting Probability for Elitist Evolutionary Algorithms

Author(s): J. He, S. Yew Chong, X. Yao

Pages: 2011 – 2023

18) Runtime Analysis of Evolutionary Algorithms for Multiparty Multiobjective Optimization

Author(s): Y. Sun, P. Xu, W. Luo

Pages: 2024 – 2038

19) LAS-GP: Harnessing Large Semantic Libraries for Evolutionary Feature Construction in Symbolic Regression

Author(s): H. Zhang, Q. Chen, B. Xue, W. Banzhaf, M. Zhang

Pages: 2039 – 2053

20) Parametric Pareto Set Learning: Amortizing Multiobjective Optimization With Parameters

Author(s): J. Cheng, X. Lin, B. Xue, Q. Zhang

Pages: 2054 – 2067

21) Requirement-Driven Adaptive Differential Evolution for Many-Task Optimization

Author(s): Z. -F. Tang, Z. -H. Zhan, Y. Li, J. Zhang

Pages: 2068 – 2081

22) A Crowding Distance That Provably Solves the Difficulties of the NSGA-II in Many-Objective Optimization

Author(s): W. Zheng, Y. Gao, B. Doerr

Pages: 2082 – 2092

23) Evolving Generalizable Parallel Algorithm Portfolios for Binary Optimization Problems via Domain-Agnostic Instance Generation

Author(s): Z. Wang, S. Liu, P. Yang, K. Tang

Pages: 2093 – 2107

24) Fuzzy Logic-Based Multifactorial Optimization for Evolutionary Multitasking

Author(s): W. Lin, S. Liu, Q. Lin, L. Feng, K. C. Tan

Pages: 2108 – 2122

25) A Multicriteria Game-Driven Constrained Multiobjective Evolutionary Algorithm

Author(s): H. Jia, Y. Li, H. Li

Pages: 2123 – 2137

26) A Deep Reinforcement Learning Framework Assisted by Genetic Programming for Dynamic Flexible Job Shop Scheduling

Author(s): F. Zhao, C. Zhao, L. Wang, H. Sang

Pages: 2138 – 2151

27) Environmental Knowledge-Driven Transfer Strategy With Collaborative Learning for Dynamic Constrained Multiobjective Optimization

Author(s): Z. Liu, W. Song, C. A. C. Coello, Y. Jin, S. Yang, S. Wang

Pages: 2152 – 2167

28) A Multimodal Ant Colony Optimization Framework for Multisolution Traveling Salesman Problem

Author(s): H. -Y. Pan, M. Li, Q. Yang, W. -N. Chen, Y. -H. Jia, J. -Y. Li, D. -T. Duan, D. Liu, J. Zhang

Pages: 2168 – 2184

29) Fully Tensorized GPU-Accelerated Multipopulation Evolutionary Algorithm for Constrained Multiobjective Optimization Problems

Author(s): W. Huang, R. Wang, W. Li, S. Qi, T. Luo, D. Chen, T. Zhang, L. Wang

Pages: 2185 – 2199

30) POGP: Probabilistic Genetic Programming With Knowledge Learning for Few-Shot Image Classification

Author(s): X. Huang, Y. Zhang, Z. Wang, L. Yang, H. Wang, L. Wang

Pages: 2200 – 2214

31) Weak Pareto Boundary: A Critical Challenge for Evolutionary Multiobjective Optimization

Author(s): R. Zheng, J. Deng, Z. Wang

Pages: 2215 – 2229