IEEE Transactions on Evolutionary Computation, Volume 28, Number 5, October 2024

1) Particle Swarm Optimization for Efficiently Evolving Deep Convolutional Neural Networks Using an Autoencoder-Based Encoding Strategy

Author(s:); Gonglin Yuan, Bin Wang, Bing Xue, Mengjie Zhang

Pages: 1190 - 1204

2) Conditional Generative Adversarial Network-Based Bilevel Evolutionary Multiobjective Optimization Algorithm

Author(s:); Weizhong Wang, Hai-Lin Liu

Pages: 1205 - 1219

3) Can Evolutionary Clustering Have Theoretical Guarantees?

Author(s:); Chao Qian

Pages: 1220 - 1234

4) Genetic Programming With Lexicase Selection for Large-Scale Dynamic Flexible Job Shop Scheduling

Author(s:); Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang

Pages: 1235 - 1249

5) Correlation-Based Dynamic Allocation Scheme of Fitness Evaluations for Constrained Evolutionary Optimization

Author(s:); Han Huang, Yueting Xu, Yi Xiang, Zhifeng Hao

Pages: 1250 - 1264

6) Robust Optimization Over Time: A Critical Review

Author(s:); Danial Yazdani, Mohammad Nabi Omidvar, Donya Yazdani, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao

Pages: 1265 - 1285

7) Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multiobjective Optimization

Author(s:); Zhenshou Song, Handing Wang, Bing Xue, Mengjie Zhang, Yaochu Jin

Pages: 1286 - 1300

8) Estimation of Distribution Algorithms in Machine Learning: A Survey

Author(s:); Pedro Larrañaga, Concha Bielza

Pages: 1301 - 1321

9) Multiobjective Optimization-Based Network Control Principles for Identifying Personalized Drug Targets With Cancer

Author(s:); Jing Liang, Zhuo Hu, Zong-Wei Li, Kangjia Qiao, Wei-Feng Guo

Pages: 1322 - 1335

10) Privacy-Enhanced Multitasking Particle Swarm Optimization Based on Homomorphic Encryption

Author(s:); Hao Li, Fanggao Wan, Maoguo Gong, A. K. Qin, Yue Wu, Lining Xing

Pages: 1336 - 1350

11) Machine Learning-Based Prediction of New Pareto-Optimal Solutions From Pseudo-Weights

Author(s:); Anirudh Suresh, Kalyanmoy Deb

Pages: 1351 - 1365

12) A Genetic Programming Approach With Building Block Evolving and Reusing to Image Classification

Author(s:); Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang

Pages: 1366 - 1380

13) Evolutionary Dynamic Constrained Multiobjective Optimization: Test Suite and Algorithm

Author(s:); Guoyu Chen, Yinan Guo, Yong Wang, Jing Liang, Dunwei Gong, Shengxiang Yang

Pages: 1381 - 1395

14) A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments

Author(s:); Ke Li, Renzhi Chen, Xin Yao

Pages: 1396 - 1411

15) Interactively Learning Rough Strategies That Dynamically Satisfy Investor’s Preferences in Multiobjective Index Tracking

Author(s:); Julio Cezar Soares Silva, Adiel Teixeira de Almeida Filho

Pages: 1412 - 1426

16) A Self-Adaptive Collaborative Differential Evolution Algorithm for Solving Energy Resource Management Problems in Smart Grids

Author(s:); Haoxiang Qin, Wenlei Bai, Yi Xiang, Fangqing Liu, Yuyan Han, Ling Wang

Pages: 1427 - 1441

17) Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency for Many Objectives

Author(s:); Weijie Zheng, Benjamin Doerr

Pages: 1442 - 1454

18) Modular Multitree Genetic Programming for Evolutionary Feature Construction for Regression

Author(s:); Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang

Pages: 1455 - 1469

19) Regularity Evolution for Multiobjective Optimization

Author(s:); Shuai Wang, Aimin Zhou

Pages: 1470 - 1483

20) SR-Forest: A Genetic Programming-Based Heterogeneous Ensemble Learning Method

Author(s:); Hengzhe Zhang, Aimin Zhou, Qi Chen, Bing Xue, Mengjie Zhang

Pages: 1484 - 1498

21) Evolutionary Multitasking With Centralized Learning for Large-Scale Combinatorial Multiobjective Optimization

Author(s:); Yuxiao Huang, Wei Zhou, Yu Wang, Min Li, Liang Feng, Kay Chen Tan

Pages: 1499 - 1513

22) VSG3A2: A Genetic Algorithm-Based Virtual Sample Generation Approach Using Information Gain and Acceptance-Rejection Sampling

Author(s:); Hong Yu, Xuekang Fan, Guoyin Wang, Yongfang Xie

Pages: 1514 - 1528

23) A Dynamic-Niching-Based Pareto Domination for Multimodal Multiobjective Optimization

Author(s:); Juan Zou, Qi Deng, Yuan Liu, Xinjie Yang, Shengxiang Yang, Jinhua Zheng

Pages: 1529 - 1543