Journal: IEEE Trans. Evolutionary Computation

Volume 27, Issue 3

398 -- 400Xingyi Zhang 0001, Ran Cheng, Yaochu Jin, Bernhard Sendhoff. Guest Editorial Special Issue on Large-Scale Evolutionary Multiobjective Optimization and Its Practical Applications
401 -- 415Songbai Liu, Qiuzhen Lin, Ka Chun Wong, Qing Li 0001, Kay Chen Tan. Evolutionary Large-Scale Multiobjective Optimization: Benchmarks and Algorithms
416 -- 429Xiangjuan Yao, Qian Zhao, Dunwei Gong, Song Zhu. Solution of Large-Scale Many-Objective Optimization Problems Based on Dimension Reduction and Solving Knowledge-Guided Evolutionary Algorithm
430 -- 444Xuan He, Quan-ke Pan, Liang Gao 0001, Ling Wang 0001, Ponnuthurai Nagaratnam Suganthan. A Greedy Cooperative Co-Evolutionary Algorithm With Problem-Specific Knowledge for Multiobjective Flowshop Group Scheduling Problems
445 -- 459Xu Yang, Juan Zou, Shengxiang Yang, Jinhua Zheng, Yuan Liu. A Fuzzy Decision Variables Framework for Large-Scale Multiobjective Optimization
460 -- 474Qinglan Fan, Ying Bi, Bing Xue 0001, Mengjie Zhang 0001. Genetic Programming for Image Classification: A New Program Representation With Flexible Feature Reuse
475 -- 489An Chen, Zhigang Ren, Wenhua Guo, Yongsheng Liang, Zuren Feng. An Efficient Adaptive Differential Grouping Algorithm for Large-Scale Black-Box Optimization
490 -- 504Chen Wang 0013, Hui Ma 0001, Gang Chen 0002, Sven Hartmann. Using an Estimation of Distribution Algorithm to Achieve Multitasking Semantic Web Service Composition
505 -- 519Kalyanmoy Deb, Zhichao Lu, Ian Kropp, Juan Sebastian Hernandez-Suarez, Rayan Hussein, Steven Miller, Amir Pouyan Nejadhashemi. Minimizing Expected Deviation in Upper Level Outcomes Due to Lower Level Decision Making in Hierarchical Multiobjective Problems
520 -- 534Angus Kenny, Tapabrata Ray, Hemant Kumar Singh. An Iterative Two-Stage Multifidelity Optimization Algorithm for Computationally Expensive Problems
535 -- 549Ahmed Awad 0002, Amjad Hawash, Baker Abdalhaq. A Genetic Algorithm (GA) and Swarm-Based Binary Decision Diagram (BDD) Reordering Optimizer Reinforced With Recent Operators
550 -- 564Richard Arnoud Schoonhoven, Ben van Werkhoven, Kees Joost Batenburg. Benchmarking Optimization Algorithms for Auto-Tuning GPU Kernels
565 -- 579Thang Le Duc, Quoc-Hung Nguyen, Jaehong Lee, Hung Nguyen-Xuan. Strengthening Gradient Descent by Sequential Motion Optimization for Deep Neural Networks
580 -- 594Yuanhang Wang, Tianxian Zhang, Lingjiang Kong, Zhijie Ma. A Stochastic Simulation Optimization-Based Range Gate Pull-Off Jamming Method
595 -- 609Xianfang Song, Yong Zhang 0016, Dunwei Gong, Hui Liu 0024, Wanqiu Zhang. Surrogate Sample-Assisted Particle Swarm Optimization for Feature Selection on High-Dimensional Data
610 -- 620Rui Li, Wenyin Gong, Chao Lu 0008, Ling Wang 0001. A Learning-Based Memetic Algorithm for Energy-Efficient Flexible Job-Shop Scheduling With Type-2 Fuzzy Processing Time
621 -- 641Yi Mei 0001, Qi Chen 0002, Andrew Lensen, Bing Xue 0001, Mengjie Zhang 0001. Explainable Artificial Intelligence by Genetic Programming: A Survey
642 -- 656Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang 0005, Hui Song, Caitong Yue, Hongyu Lin, Kay Chen Tan. Dynamic Auxiliary Task-Based Evolutionary Multitasking for Constrained Multiobjective Optimization
657 -- 670Danial Yazdani, Donya Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Amir Hossein Gandomi, Xin Yao 0001. Robust Optimization Over Time by Estimating Robustness of Promising Regions
671 -- 685Feng-Feng Wei, Wei-neng Chen, Qing Li 0001, Sang-Woon Jeon, Jun Zhang 0003. Distributed and Expensive Evolutionary Constrained Optimization With On-Demand Evaluation
686 -- 700Yapei Wu, Xingguang Peng, Handing Wang, Yaochu Jin, Demin Xu. Cooperative Coevolutionary CMA-ES With Landscape-Aware Grouping in Noisy Environments
701 -- 715Grasiele Regina Duarte, Beatriz Souza Leite Pires de Lima, Afonso Celso de Castro Lemonge. A Stigmergy-Based Island Model for Dynamic Evaluation of Constraint-Handling Techniques and Differential Evolution Algorithms
716 -- 727Huixiang Zhen, Wenyin Gong, Ling Wang 0001. Evolutionary Sampling Agent for Expensive Problems
728 -- 742Chao Lyu, Yuhui Shi, Lijun Sun, Chin-Teng Lin. Community Detection in Multiplex Networks Based on Evolutionary Multitask Optimization and Evolutionary Clustering Ensemble