Journal: IEEE Trans. Evolutionary Computation

Volume 27, Issue 5

1162 -- 1176Tuo Zhang, Handing Wang, Bo Yuan 0006, Yaochu Jin, Xin Yao 0001. Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems
1177 -- 1191Linjun He, Ke Shang, Yang Nan 0001, Hisao Ishibuchi, Dipti Srinivasan. Relation Between Objective Space Normalization and Weight Vector Scaling in Decomposition-Based Multiobjective Evolutionary Algorithms
1192 -- 1206Fangfang Zhang 0003, Yi Mei 0001, Su Nguyen, Kay Chen Tan, Mengjie Zhang 0001. Instance-Rotation-Based Surrogate in Genetic Programming With Brood Recombination for Dynamic Job-Shop Scheduling
1207 -- 1219Ruiqing Sun, Juan Zou, Yuan Liu, Shengxiang Yang, Jinhua Zheng. A Multistage Algorithm for Solving Multiobjective Optimization Problems With Multiconstraints
1220 -- 1234Xinan Chen, Ruibin Bai, Rong Qu, Haibo Dong. Cooperative Double-Layer Genetic Programming Hyper-Heuristic for Online Container Terminal Truck Dispatching
1235 -- 1249Xingjia Gan, Jing Sun 0001, Dunwei Gong, Dongbao Jia, Hongwei Dai, Zhaoman Zhong. An Adaptive Reference Vector-Based Interval Multiobjective Evolutionary Algorithm
1250 -- 1259Ali Ahrari, Saber M. Elsayed, Ruhul A. Sarker, Daryl Essam, Carlos A. Coello Coello. Revisiting Implicit and Explicit Averaging for Noisy Optimization
1260 -- 1274Wei Liu, Rui Wang 0017, Tao Zhang 0033, Kaiwen Li, Wenhua Li, Hisao Ishibuchi, Xiangke Liao. Hybridization of Evolutionary Algorithm and Deep Reinforcement Learning for Multiobjective Orienteering Optimization
1275 -- 1287Yuan Yan, Qunfeng Liu, Yun Li 0002. Paradox-Free Analysis for Comparing the Performance of Optimization Algorithms
1288 -- 1297Benjamin Doerr, Zhongdi Qu. A First Runtime Analysis of the NSGA-II on a Multimodal Problem
1298 -- 1312Junhao Huang, Bing Xue 0001, Yanan Sun 0001, Mengjie Zhang 0001, Gary G. Yen. Particle Swarm Optimization for Compact Neural Architecture Search for Image Classification
1313 -- 1326Fei Ming, Wenyin Gong, Dongcheng Li, Ling Wang 0001, Liang Gao 0001. A Competitive and Cooperative Swarm Optimizer for Constrained Multiobjective Optimization Problems
1327 -- 1339Iwo Bladek, Krzysztof Krawiec. Counterexample-Driven Genetic Programming for Symbolic Regression With Formal Constraints
1340 -- 1354Qite Yang, Zhi-hui Zhan, Sam Kwong, Jun Zhang 0003. Multiple Populations for Multiple Objectives Framework With Bias Sorting for Many-Objective Optimization
1355 -- 1369Peilan Xu, Wenjian Luo, Xin Lin, Yatong Chang, Ke Tang 0001. Difficulty and Contribution-Based Cooperative Coevolution for Large-Scale Optimization
1370 -- 1384Zhi-Zhong Liu, Yunchuan Qin, Wu Song, Jinyuan Zhang, Kenli Li 0001. Multiobjective-Based Constraint-Handling Technique for Evolutionary Constrained Multiobjective Optimization: A New Perspective
1385 -- 1397Carola Doerr, Martin S. Krejca. Run Time Analysis for Random Local Search on Generalized Majority Functions
1398 -- 1412Kunjie Yu, Dezheng Zhang, Jing Liang 0005, Ke Chen, Caitong Yue, Kangjia Qiao, Ling Wang 0001. A Correlation-Guided Layered Prediction Approach for Evolutionary Dynamic Multiobjective Optimization
1413 -- 1426Shi-Jie Jian, Sun-Yuan Hsieh. A Niching Regression Adaptive Memetic Algorithm for Multimodal Optimization of the Euclidean Traveling Salesman Problem
1427 -- 1439Hanan Alsouly, Michael Kirley, Mario Andrés Muñoz. An Instance Space Analysis of Constrained Multiobjective Optimization Problems
1440 -- 1455Sheng Xin Zhang, Yi Nan Wen, Yu-Hong Liu, Li-Ming Zheng, Shao Yong Zheng. Differential Evolution With Domain Transform
1456 -- 1469Zihan Wang, Bochao Mao, Hao Hao, Wenjing Hong, Chunyun Xiao, Aimin Zhou. Enhancing Diversity by Local Subset Selection in Evolutionary Multiobjective Optimization
1470 -- 1484Junwen Ding, Stéphane Dauzère-Pérès, Liji Shen, Zhipeng Lü. A Novel Evolutionary Algorithm for Energy-Efficient Scheduling in Flexible Job Shops
1485 -- 1497Qian Zhao, Yinan Guo 0001, Xiangjuan Yao, Dunwei Gong. Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods
1498 -- 1513Marcin Michal Komarnicki, Michal Witold Przewozniczek, Halina Kwasnicka, Krzysztof Walkowiak. Incremental Recursive Ranking Grouping for Large-Scale Global Optimization
1514 -- 1528Yi Jiang, Zhi-hui Zhan, Kay Chen Tan, Jun Zhang 0003. A Bi-Objective Knowledge Transfer Framework for Evolutionary Many-Task Optimization
1529 -- 1543Thiago Henrique Lemos Fonseca, Silvia Modesto Nassar, Alexandre César Muniz de Oliveira, Bruno Agard. Low-Dimensional Space Modeling-Based Differential Evolution for Large-Scale Global Optimization Problems
1544 -- 1558Kamrul Hasan Rahi, Hemant Kumar Singh, Tapabrata Ray. A Steady-State Algorithm for Solving Expensive Multiobjective Optimization Problems With Nonparallelizable Evaluations