Journal: IEEE Trans. Evolutionary Computation

Volume 28, Issue 5

1190 -- 1204Gonglin Yuan, Bin Wang 0044, Bing Xue 0001, Mengjie Zhang 0001. Particle Swarm Optimization for Efficiently Evolving Deep Convolutional Neural Networks Using an Autoencoder-Based Encoding Strategy
1205 -- 1219Weizhong Wang, Hai-lin Liu. Conditional Generative Adversarial Network-Based Bilevel Evolutionary Multiobjective Optimization Algorithm
1220 -- 1234Chao Qian 0001. Can Evolutionary Clustering Have Theoretical Guarantees?
1235 -- 1249Meng Xu 0008, Yi Mei 0001, Fangfang Zhang 0003, Mengjie Zhang 0001. Genetic Programming With Lexicase Selection for Large-Scale Dynamic Flexible Job Shop Scheduling
1250 -- 1264Han Huang 0002, Yueting Xu, Yi Xiang, Zhifeng Hao. Correlation-Based Dynamic Allocation Scheme of Fitness Evaluations for Constrained Evolutionary Optimization
1265 -- 1285Danial Yazdani, Mohammad Nabi Omidvar, Donya Yazdani, Jürgen Branke, Trung Thanh Nguyen 0002, Amir H. Gandomi, Yaochu Jin, Xin Yao 0001. Robust Optimization Over Time: A Critical Review
1286 -- 1300Zhenshou Song, Handing Wang, Bing Xue 0001, Mengjie Zhang 0001, Yaochu Jin. Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multiobjective Optimization
1301 -- 1321Pedro Larrañaga, Concha Bielza. Estimation of Distribution Algorithms in Machine Learning: A Survey
1322 -- 1335Jane-Jing Liang, Zhuo Hu, Zong-Wei Li, Kangjia Qiao, Weifeng Guo. Multiobjective Optimization-Based Network Control Principles for Identifying Personalized Drug Targets With Cancer
1336 -- 1350Hao Li 0009, Fanggao Wan, Maoguo Gong, A. Kai Qin, Yue Wu 0004, Lining Xing 0001. Privacy-Enhanced Multitasking Particle Swarm Optimization Based on Homomorphic Encryption
1351 -- 1365Anirudh Suresh, Kalyanmoy Deb. Machine Learning-Based Prediction of New Pareto-Optimal Solutions From Pseudo-Weights
1366 -- 1380Ying Bi, Jing J. Liang, Bing Xue 0001, Mengjie Zhang 0001. A Genetic Programming Approach With Building Block Evolving and Reusing to Image Classification
1381 -- 1395Guoyu Chen, Yinan Guo 0001, Yong Wang 0002, Jing J. Liang, Dunwei Gong, Shengxiang Yang. Evolutionary Dynamic Constrained Multiobjective Optimization: Test Suite and Algorithm
1396 -- 1411Ke Li 0001, Renzhi Chen, Xin Yao 0001. A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments
1412 -- 1426Julio Cezar Soares Silva, Adiel Teixeira de Almeida Filho. Interactively Learning Rough Strategies That Dynamically Satisfy Investor's Preferences in Multiobjective Index Tracking
1427 -- 1441Haoxiang Qin, Wenlei Bai, Yi Xiang, Fangqing Liu, Yuyan Han, Ling Wang 0001. A Self-Adaptive Collaborative Differential Evolution Algorithm for Solving Energy Resource Management Problems in Smart Grids
1442 -- 1454Weijie Zheng 0001, Benjamin Doerr. Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency for Many Objectives
1455 -- 1469Hengzhe Zhang, Qi Chen 0002, Bing Xue 0001, Wolfgang Banzhaf, Mengjie Zhang 0001. Modular Multitree Genetic Programming for Evolutionary Feature Construction for Regression
1470 -- 1483Shuai Wang, Aimin Zhou. Regularity Evolution for Multiobjective Optimization
1484 -- 1498Hengzhe Zhang, Aimin Zhou, Qi Chen 0002, Bing Xue 0001, Mengjie Zhang 0001. SR-Forest: A Genetic Programming-Based Heterogeneous Ensemble Learning Method
1499 -- 1513Yuxiao Huang, Wei Zhou, Yu Wang, Min Li, Liang Feng 0001, Kay Chen Tan. Evolutionary Multitasking With Centralized Learning for Large-Scale Combinatorial Multiobjective Optimization
1514 -- 1528Hong Yu 0007, Xuekang Fan, Guoyin Wang 0001, Yongfang Xie. 2: A Genetic Algorithm-Based Virtual Sample Generation Approach Using Information Gain and Acceptance-Rejection Sampling
1529 -- 1543Juan Zou, Qi Deng, Yuan Liu 0026, Xinjie Yang, Shengxiang Yang, Jinhua Zheng. A Dynamic-Niching-Based Pareto Domination for Multimodal Multiobjective Optimization