Journal: IEEE Trans. Evolutionary Computation

Volume 27, Issue 6

1562 -- 1574Huan Liu, Junqi Zhang, Peng Zu, MengChu Zhou. Evolutionary Algorithm-Based Attack Strategy With Swarm Robots in Denied Environments
1575 -- 1589Jinyuan Zhang, Linjun He, Hisao Ishibuchi. Dual-Fuzzy-Classifier-Based Evolutionary Algorithm for Expensive Multiobjective Optimization
1590 -- 1603Zixiao Pan, Ling Wang 0001, Jie Zheng, Jing-fang Chen 0001, Xing Wang. A Learning-Based Multipopulation Evolutionary Optimization for Flexible Job Shop Scheduling Problem With Finite Transportation Resources
1604 -- 1617Xinye Cai, Kang Wang, Yi Mei 0001, Zhenhua Li 0005, Jun Zhao 0004, Qingfu Zhang 0001. Decomposition-Based Lin-Kernighan Heuristic With Neighborhood Structure Transfer for Multi/Many-Objective Traveling Salesman Problem
1618 -- 1632Ana Kostovska, Diederick Vermetten, Carola Doerr, Saso Dzeroski, Pance Panov, Tome Eftimov. OPTION: OPTImization Algorithm Benchmarking ONtology
1633 -- 1647Shaolin Wang, Yi Mei 0001, Mengjie Zhang 0001. A Multi-Objective Genetic Programming Algorithm With α Dominance and Archive for Uncertain Capacitated Arc Routing Problem
1648 -- 1662Junkai Ji, Jin Zhou, Zhangfan Yang, Qiuzhen Lin, Carlos A. Coello Coello. AutoDock Koto: A Gradient Boosting Differential Evolution for Molecular Docking
1663 -- 1677Shanlin Jiang, Gary G. Yen, Zhenan He 0001. A Multiscenario Optimization Evolutionary Algorithm Based on Transfer Framework
1678 -- 1689Adetunji David Ajimakin, V. Susheela Devi. The Competing Genes Evolutionary Algorithm: Avoiding Genetic Drift Through Competition, Local Search, and Majority Voting
1690 -- 1704Yang Nan 0001, Ke Shang, Hisao Ishibuchi, Linjun He. An Improved Local Search Method for Large-Scale Hypervolume Subset Selection
1705 -- 1719Fangfang Zhang 0003, Yi Mei 0001, Su Nguyen, Kay Chen Tan, Mengjie Zhang 0001. Task Relatedness-Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling
1720 -- 1734Minyang Chen, Wei Du 0003, Yang Tang, Yaochu Jin, Gary G. Yen. A Decomposition Method for Both Additively and Nonadditively Separable Problems
1735 -- 1749Huynh Thi Thanh Binh, Le Van Cuong, Ta Bao Thang, Nguyen Hoang Long. Ensemble Multifactorial Evolution With Biased Skill-Factor Inheritance for Many-Task Optimization
1750 -- 1764Yinan Guo 0001, Guoyu Chen, Min Jiang 0005, Dunwei Gong, Jing Liang 0005. A Knowledge Guided Transfer Strategy for Evolutionary Dynamic Multiobjective Optimization
1765 -- 1779Haoran Gu, Handing Wang, Yaochu Jin. Surrogate-Assisted Differential Evolution With Adaptive Multisubspace Search for Large-Scale Expensive Optimization
1780 -- 1793Li Yan, Wenlong Qi, Jing Liang 0005, Boyang Qu, Kunjie Yu, Caitong Yue, Xuzhao Chai. Interindividual Correlation and Dimension-Based Dual Learning for Dynamic Multiobjective Optimization
1794 -- 1808Zhi-hui Zhan, Jian-Yu Li, Sam Kwong, Jun Zhang 0003. Learning-Aided Evolution for Optimization
1809 -- 1821Maximilian Böther, Leon Schiller, Philipp Fischbeck, Louise Molitor, Martin S. Krejca, Tobias Friedrich 0001. Evolutionary Minimization of Traffic Congestion
1822 -- 1836Yong Pang, Yitang Wang, Shuai Zhang, Xiaonan Lai, Wei Sun 0030, Xueguan Song. An Expensive Many-Objective Optimization Algorithm Based on Efficient Expected Hypervolume Improvement
1837 -- 1850Pei-Qiu Huang, Qingfu Zhang 0001, Yong Wang 0002. Bilevel Optimization via Collaborations Among Lower-Level Optimization Tasks
1851 -- 1865Yilin Fang, Fubo Liu, Miqing Li, Hao Cui. Domain Generalization-Based Dynamic Multiobjective Optimization: A Case Study on Disassembly Line Balancing
1866 -- 1880Petr Stodola, Jan Nohel. Adaptive Ant Colony Optimization With Node Clustering for the Multidepot Vehicle Routing Problem
1881 -- 1895Xiao-fang Liu, Xin-Xin Xu, Zhi-hui Zhan, Yongchun Fang, Jun Zhang 0003. Interaction-Based Prediction for Dynamic Multiobjective Optimization
1896 -- 1911Behrouz Ahadzadeh, Moloud Abdar, Fatemeh Safara, Abbas Khosravi, Mohammad Bagher Menhaj, Ponnuthurai Nagaratnam Suganthan. SFE: A Simple, Fast, and Efficient Feature Selection Algorithm for High-Dimensional Data
1912 -- 1925Ying Hou, Yilin Wu, Honggui Han. Multiobjective Differential Evolution Algorithm Balancing Multiple Stakeholders for Low-Carbon Order Scheduling in E-Waste Recycling
1926 -- 1940Jie Zhao, Kang Hao Cheong. Obfuscating Community Structure in Complex Network With Evolutionary Divide-and-Conquer Strategy
1941 -- 1961Songbai Liu, Qiuzhen Lin, Jianqiang Li 0001, Kay Chen Tan. A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization
1962 -- 1975Junchen Wang, Changhe Li, Sanyou Zeng, Shengxiang Yang. History-Guided Hill Exploration for 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

Volume 27, Issue 4

746 -- 748Uwe Aickelin, Hadi Akbarzadeh Khorshidi, Rong Qu, Hadi Charkhgard. Guest Editorial Special Issue on Multiobjective Evolutionary Optimization in Machine Learning
749 -- 763Ke Li 0001, Guiyu Lai, Xin Yao 0001. Interactive Evolutionary Multiobjective Optimization via Learning to Rank
764 -- 777Botao Jiao, Yinan Guo 0001, Shengxiang Yang, Jiayang Pu, Dunwei Gong. Reduced-Space Multistream Classification Based on Multiobjective Evolutionary Optimization
778 -- 786Yu Xue 0003, Chen Chen, Adam Slowik. Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack
787 -- 801Yu Zhou 0027, Yan Qiu, Sam Kwong. Region Purity-Based Local Feature Selection: A Multiobjective Perspective
802 -- 816Lingjie Li, Manlin Xuan, Qiuzhen Lin, Min Jiang 0005, Zhong Ming 0001, Kay Chen Tan. An Evolutionary Multitasking Algorithm With Multiple Filtering for High-Dimensional Feature Selection
817 -- 831Mario Garza-Fabre, Julia Handl, Adán José García. Evolutionary Multiobjective Clustering Over Multiple Conflicting Data Views
832 -- 847Wei Jiang 0016, Shen You, Jinyu Zhan, Xupeng Wang, Hong Lei, Deepak Adhikari. Query-Efficient Generation of Adversarial Examples for Defensive DNNs via Multiobjective Optimization
848 -- 862Qingquan Zhang, Jialin Liu 0001, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao 0001. Mitigating Unfairness via Evolutionary Multiobjective Ensemble Learning
863 -- 877Songbai Liu, Qiuzhen Lin, Liang Feng, Ka Chun Wong, Kay Chen Tan. Evolutionary Multitasking for Large-Scale Multiobjective Optimization
878 -- 892Konstantinos Theodorakos, Oscar Mauricio Agudelo, Joachim Schreurs, Johan A. K. Suykens, Bart De Moor. Island Transpeciation: A Co-Evolutionary Neural Architecture Search, Applied to Country-Scale Air-Quality Forecasting
893 -- 907Rihab Said, Maha Elarbi, Slim Bechikh, Carlos Artemio Coello Coello, Lamjed Ben Said. Discretization-Based Feature Selection as a Bilevel Optimization Problem
908 -- 922Yong Zhang 0016, Xinfang Ji, Xiao-Zhi Gao 0001, Dun-Wei Gong, Xiaoyan Sun 0002. Objective-Constraint Mutual-Guided Surrogate-Based Particle Swarm Optimization for Expensive Constrained Multimodal Problems
923 -- 937Dhish Kumar Saxena, Sukrit Mittal, Sarang Kapoor, Kalyanmoy Deb. A Localized High-Fidelity-Dominance-Based Many-Objective Evolutionary Algorithm
938 -- 948Alexandru Agapie, Ovidiu Solomon, Luiza Badin. Theory of (1+1) ES on SPHERE Revisited
949 -- 963Kangjia Qiao, Kunjie Yu, Boyang Qu, Jing Liang 0005, Caitong Yue, Xuanxuan Ban. Feature Extraction for Recommendation of Constrained Multiobjective Evolutionary Algorithms
964 -- 979Zi-Jia Wang, Jun-Rong Jian, Zhi-hui Zhan, Yun Li 0002, Sam Kwong, Jun Zhang 0003. Gene Targeting Differential Evolution: A Simple and Efficient Method for Large-Scale Optimization
980 -- 992Thomas Weise 0001, Zhize Wu, Xinlu Li, Yan Chen, Jörg Lässig. Frequency Fitness Assignment: Optimization Without Bias for Good Solutions Can Be Efficient
993 -- 1004Jinlong Zhou, Yinggui Zhang, Jinhua Zheng, Miqing Li. Domination-Based Selection and Shift-Based Density Estimation for Constrained Multiobjective Optimization
1005 -- 1014Christian Kasten, Julian Fahr, Markus Klein 0002. An Efficient Way of Introducing Gender Into Evolutionary Algorithms
1015 -- 1026Honggui Han, Xing Bai, Ying Hou, Junfei Qiao 0001. Multitask Particle Swarm Optimization With Dynamic On-Demand Allocation
1027 -- 1041Aijuan Song, Guohua Wu, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz. Automatic Variable Reduction
1042 -- 1056Zhengping Liang, Yingmiao Zhu, Xiyu Wang, Zhi Li 0020, Zexuan Zhu. Evolutionary Multitasking for Optimization Based on Generative Strategies
1057 -- 1071Trung B. Nguyen, Will N. Browne, Mengjie Zhang 0001. ConCS: A Continual Classifier System for Continual Learning of Multiple Boolean Problems
1072 -- 1084Wenjie Yi, Rong Qu, Licheng Jiao, Ben Niu 0002. Automated Design of Metaheuristics Using Reinforcement Learning Within a Novel General Search Framework
1085 -- 1099Shufen Qin, Chaoli Sun, Qiqi Liu, Yaochu Jin. A Performance Indicator-Based Infill Criterion for Expensive Multi-/Many-Objective Optimization
1100 -- 1114Shaolong Shi, Yifan Chen 0001, Jurong Ding, Qiang Liu 0016, Qingfu Zhang 0001. Dynamic In Vivo Computation for Learning-Based Nanobiosensing in Time-Varying Biological Landscapes
1115 -- 1129Jing Liang 0005, Hongyu Lin, Caitong Yue, Kunjie Yu, Ying Guo, Kangjia Qiao. Multiobjective Differential Evolution With Speciation for Constrained Multimodal Multiobjective Optimization
1130 -- 1144WenBin Pei, Bing Xue 0001, Lin Shang 0001, Mengjie Zhang 0001. Detecting Overlapping Areas in Unbalanced High-Dimensional Data Using Neighborhood Rough Set and Genetic Programming
1145 -- 1153Tianye Shu, Ke Shang, Hisao Ishibuchi, Yang Nan 0001. Effects of Archive Size on Computation Time and Solution Quality for Multiobjective Optimization
1154 -- 1160Ke Shang, Weiyu Chen, Weiduo Liao, Hisao Ishibuchi. HV-Net: Hypervolume Approximation Based on DeepSets

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

Volume 27, Issue 2

201 -- 221Jing J. Liang, Xuanxuan Ban, Kunjie Yu, Boyang Qu, Kangjia Qiao, Caitong Yue, Ke Chen, Kay Chen Tan. A Survey on Evolutionary Constrained Multiobjective Optimization
222 -- 236Noha W. Hasan, Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas. A Genetic Algorithm Approach to Automate Architecture Design for Acoustic Scene Classification
237 -- 250Hongyan Chen, Hai-Lin Liu 0001, Fangqing Gu, Kay Chen Tan. A Multiobjective Multitask Optimization Algorithm Using Transfer Rank
251 -- 265Lixin Tang, Zuocheng Li, Jin-Kao Hao. Solving the Single-Row Facility Layout Problem by K-Medoids Memetic Permutation Group
266 -- 280Fan Cheng, Junjie Cui, Qijun Wang, Lei Zhang 0060. A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification
281 -- 295Umar Afzaal, Abdus Sami Hassan, Muhammad Usman, Jeong-A Lee. On the Evolutionary Synthesis of Fault-Resilient Digital Circuits
296 -- 310Peng Wang, Bing Xue 0001, Jing J. Liang, Mengjie Zhang 0001. Differential Evolution-Based Feature Selection: A Niching-Based Multiobjective Approach
311 -- 325Mazhar Ansari Ardeh, Yi Mei 0001, Mengjie Zhang 0001, Xin Yao 0001. Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem
326 -- 340Qi Deng, Qi Kang, Liang Zhang, MengChu Zhou, Jing An. Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization
341 -- 354Genghui Li, Zhenkun Wang, Qingfu Zhang 0001, Jianyong Sun. Offline and Online Objective Reduction via Gaussian Mixture Model Clustering
355 -- 369Zhao Wang, Maoguo Gong, Peng Li, Fei Xie, Mingyang Zhang. A Bilevel Gene-Based Multiobjective Memetic Algorithm for Passive Localization System Deployment Optimization
370 -- 384Hao-Gan Huang, Yue-jiao Gong. Contrastive Learning: An Alternative Surrogate for Offline Data-Driven Evolutionary Computation
385 -- 395Adham Salih, Amiram Moshaiov. Promoting Transfer of Robot Neuro-Motion-Controllers by Many-Objective Topology and Weight Evolution

Volume 27, Issue 1

2 -- 4Gustavo Olague, Mario Köppen, Oscar Cordón. Guest Editorial Special Issue on Evolutionary Computer Vision
5 -- 25Ying Bi, Bing Xue 0001, Pablo Mesejo, Stefano Cagnoni, Mengjie Zhang 0001. A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends
26 -- 36Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang. PRE-NAS: Evolutionary Neural Architecture Search With Predictor
37 -- 51Yuting Wan, Ailong Ma, Wei He 0003, Yanfei Zhong. Accurate Multiobjective Low-Rank and Sparse Model for Hyperspectral Image Denoising Method
52 -- 66Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Hamid R. Tizhoosh. Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images
67 -- 81Songbai Liu, Jun Li, Qiuzhen Lin, Ye Tian 0009, Kay Chen Tan. Learning to Accelerate Evolutionary Search for Large-Scale Multiobjective Optimization
82 -- 97Dominik Sobania, Dirk Schweim, Franz Rothlauf. A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms
98 -- 110Wenhua Li, Xingyi Yao, Tao Zhang 0033, Rui Wang 0017, Ling Wang 0001. Hierarchy Ranking Method for Multimodal Multiobjective Optimization With Local Pareto Fronts
111 -- 125Lei Zhao, Rui Li, Jianda Han, Jianlei Zhang. A Distributed Model Predictive Control-Based Method for Multidifferent-Target Search in Unknown Environments
126 -- 140Ke Li 0001, Renzhi Chen. Batched Data-Driven Evolutionary Multiobjective Optimization Based on Manifold Interpolation
141 -- 154Yu-Jun Zheng 0001, Xin Chen, Qin Song, Jun Yang, Ling Wang 0001. Evolutionary Optimization of COVID-19 Vaccine Distribution With Evolutionary Demands
155 -- 169Xianpeng Wang, Zhiming Dong, Lixin Tang, Qingfu Zhang 0001. Multiobjective Multitask Optimization-Neighborhood as a Bridge for Knowledge Transfer
170 -- 184Dawei Zhan, Yun Meng, Huanlai Xing. A Fast Multipoint Expected Improvement for Parallel Expensive Optimization
185 -- 200Sheng-Hao Wu, Zhi-hui Zhan, Kay Chen Tan, Jun Zhang 0003. Orthogonal Transfer for Multitask Optimization