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    Journal: IEEE Trans. Evolutionary Computation

    Volume 24, Issue 6

    993 -- 994Pietro S. Oliveto, Anne Auger, Francisco Chicano, Carlos M. Fonseca. Guest Editorial Special Issue on Theoretical Foundations of Evolutionary Computation
    995 -- 1009Johannes Lengler. A General Dichotomy of Evolutionary Algorithms on Monotone Functions
    1010 -- 1024Per Kristian Lehre, Dirk Sudholt. Parallel Black-Box Complexity With Tail Bounds
    1025 -- 1034Benjamin Doerr, Martin S. Krejca. Significance-Based Estimation-of-Distribution Algorithms
    1035 -- 1049Kento Uchida, Shinichi Shirakawa, Youhei Akimoto. Finite-Sample Analysis of Information Geometric Optimization With Isotropic Gaussian Distribution on Convex Quadratic Functions
    1050 -- 1062Jaroslaw Arabas, Karol R. Opara. Population Diversity of Nonelitist Evolutionary Algorithms in the Exploration Phase
    1063 -- 1077Arnaud Liefooghe, Fabio Daolio, Sébastien Vérel, Bilel Derbel, Hernán E. Aguirre, Kiyoshi Tanaka. Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization
    1078 -- 1096Ke Li 0001, Minhui Liao, Kalyanmoy Deb, Geyong Min, Xin Yao 0001. Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points
    1097 -- 1111Michal Witold Przewozniczek, Marcin Michal Komarnicki. Empirical Linkage Learning
    1112 -- 1124Haiyan Liu, Yuping Wang 0003, Ninglei Fan. A Hybrid Deep Grouping Algorithm for Large Scale Global Optimization
    1125 -- 1139Hao Hao, Jinyuan Zhang, Xiaofen Lu, Aimin Zhou. Binary Relation Learning and Classifying for Preselection in Evolutionary Algorithms
    1140 -- 1149Benjamin Doerr, Weijie Zheng 0001. Sharp Bounds for Genetic Drift in Estimation of Distribution Algorithms
    1150 -- 1163Pei-Qiu Huang, Yong Wang 0002. A Framework for Scalable Bilevel Optimization: Identifying and Utilizing the Interactions Between Upper-Level and Lower-Level Variables
    1164 -- 1176Caitlin A. Owen, Grant Dick, Peter A. Whigham. Characterizing Genetic Programming Error Through Extended Bias and Variance Decomposition

    Volume 24, Issue 5

    809 -- 823Maha Elarbi, Slim Bechikh, Carlos A. Coello Coello, Mohamed Makhlouf, Lamjed Ben Said. Approximating Complex Pareto Fronts With Predefined Normal-Boundary Intersection Directions
    824 -- 838Jiabin Lin, Hai-Lin Liu 0001, Bing Xue 0001, Mengjie Zhang, Fangqing Gu. Multiobjective Multitasking Optimization Based on Incremental Learning
    839 -- 852Ke Shang, Hisao Ishibuchi. A New Hypervolume-Based Evolutionary Algorithm for Many-Objective Optimization
    853 -- 867Ryoji Tanabe, Hisao Ishibuchi. An Analysis of Quality Indicators Using Approximated Optimal Distributions in a 3-D Objective Space
    868 -- 881Cheng He, Ran Cheng, Chuanji Zhang, Ye Tian 0009, Qin Chen, Xin Yao 0001. Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers
    882 -- 895Xianfang Song, Yong Zhang 0016, Yi-Nan Guo, Xiaoyan Sun 0002, Yong-li Wang. Variable-Size Cooperative Coevolutionary Particle Swarm Optimization for Feature Selection on High-Dimensional Data
    896 -- 907Jingda Deng, Qingfu Zhang 0001. Combining Simple and Adaptive Monte Carlo Methods for Approximating Hypervolume
    908 -- 922Jun Yi, Junren Bai, Haibo He, Wei Zhou 0017, Lizhong Yao. A Multifactorial Evolutionary Algorithm for Multitasking Under Interval Uncertainties
    923 -- 937Jian-Yu Li, Zhi-hui Zhan, Chuan Wang, Hu Jin, Jun Zhang 0003. Boosting Data-Driven Evolutionary Algorithm With Localized Data Generation
    938 -- 947Qingling Zhu, Qingfu Zhang 0001, Qiuzhen Lin. A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy
    948 -- 959Haibin Duan, Mengzhen Huo, Yuhui Shi. Limit-Cycle-Based Mutant Multiobjective Pigeon-Inspired Optimization
    960 -- 973Luca Manzoni, Alberto Bartoli, Mauro Castelli, Ivo Gonçalves, Eric Medvet. Specializing Context-Free Grammars With a (1 + 1)-EA
    974 -- 988Kai Zhang, Chaonan Shen, Xiaoming Liu 0004, Gary G. Yen. Multiobjective Evolution Strategy for Dynamic Multiobjective Optimization

    Volume 24, Issue 4

    613 -- 633David Guirguis, Nikola Aulig, Renato Picelli, Bo Zhu, Yuqing Zhou, William Vicente, Francesco Iorio, Markus Olhofer, Wojciech Matusik, Carlos Artemio Coello Coello, Kazuhiro Saitou. Evolutionary Black-Box Topology Optimization: Challenges and Promises
    634 -- 649Xiaoliang Ma, Yanan Yu, Xiaodong Li 0001, Yutao Qi, Zexuan Zhu. A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms
    650 -- 663Brendan Case, Per Kristian Lehre. Self-Adaptation in Nonelitist Evolutionary Algorithms on Discrete Problems With Unknown Structure
    664 -- 678Ajitha Shenoy K. B, Somenath Biswas, Piyush P. Kurur. Efficacy of the Metropolis Algorithm for the Minimum-Weight Codeword Problem Using Codeword and Generator Search Spaces
    679 -- 693Yonghao Du, Tao Wang, Bin Xin 0002, Ling Wang 0001, Yingguo Chen, Lining Xing. A Data-Driven Parallel Scheduling Approach for Multiple Agile Earth Observation Satellites
    694 -- 707Chao Qian 0001. Distributed Pareto Optimization for Large-Scale Noisy Subset Selection
    708 -- 719Zong-Gan Chen, Zhi-hui Zhan, Hua Wang 0002, Jun Zhang 0003. Distributed Individuals for Multiple Peaks: A Novel Differential Evolution for Multimodal Optimization Problems
    720 -- 734Ryoji Tanabe, Hisao Ishibuchi. A Framework to Handle Multimodal Multiobjective Optimization in Decomposition-Based Evolutionary Algorithms
    735 -- 749Shuai Wang 0009, Jing Liu 0006, Yaochu Jin. Surrogate-Assisted Robust Optimization of Large-Scale Networks Based on Graph Embedding
    750 -- 764Yi-Nan Guo, Xu Zhang, Dun-Wei Gong, Zhen Zhang, Jian-Jian Yang. Novel Interactive Preference-Based Multiobjective Evolutionary Optimization for Bolt Supporting Networks
    765 -- 776Weiqi Chen, Zexuan Zhu, Shan He 0001. MUMI: Multitask Module Identification for Biological Networks
    777 -- 791Qunfeng Liu, William V. Gehrlein, Ling Wang 0001, Yuan Yan, Yingying Cao, Wei Chen, Yun Li 0002. Paradoxes in Numerical Comparison of Optimization Algorithms
    792 -- 806Qingda Chen, Jinliang Ding, Shengxiang Yang, Tianyou Chai. A Novel Evolutionary Algorithm for Dynamic Constrained Multiobjective Optimization Problems
    807 -- 0Ke Shang, Hisao Ishibuchi, Xizi Ni. Erratum to "R2-Based Hypervolume Contribution Approximation"

    Volume 24, Issue 3

    409 -- 423Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai. Offline Data-Driven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions
    424 -- 438Jun Zhang, Weien Zhou, Xianqi Chen, Wen Yao, Lu Cao. Multisource Selective Transfer Framework in Multiobjective Optimization Problems
    439 -- 453Yiping Liu, Hisao Ishibuchi, Naoki Masuyama, Yusuke Nojima. Adapting Reference Vectors and Scalarizing Functions by Growing Neural Gas to Handle Irregular Pareto Fronts
    454 -- 466Kaustuv Nag, Nikhil R. Pal. Feature Extraction and Selection for Parsimonious Classifiers With Multiobjective Genetic Programming
    467 -- 478Marco Aurélio Lopes Barbosa, Alexandre C. B. Delbem, Letícia R. Bueno. Data Structures for Direct Spanning Tree Representations in Mutation-Based Evolutionary Algorithms
    479 -- 493Feng Wang, Yixuan Li, Aimin Zhou, Ke Tang. An Estimation of Distribution Algorithm for Mixed-Variable Newsvendor Problems
    494 -- 507Zhenan He, Gary G. Yen, Jiancheng Lv. Evolutionary Multiobjective Optimization With Robustness Enhancement
    508 -- 522Ting Huang, Yue-jiao Gong, Sam Kwong, Hua Wang 0002, Jun Zhang 0003. A Niching Memetic Algorithm for Multi-Solution Traveling Salesman Problem
    523 -- 535Mingming Li, Jing Liu 0006, Peng Wu, Xiangyi Teng. Evolutionary Network Embedding Preserving Both Local Proximity and Community Structure
    536 -- 550Xiaogen Zhou, Chunxiang Peng, Jun Liu, Yang Zhang 0040, Gui-jun Zhang. Underestimation-Assisted Global-Local Cooperative Differential Evolution and the Application to Protein Structure Prediction
    551 -- 565Yiping Liu, Hisao Ishibuchi, Gary G. Yen, Yusuke Nojima, Naoki Masuyama. Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multimodal Multiobjective Optimization
    566 -- 580An Song, Wei-neng Chen, Yue-jiao Gong, Xiaonan Luo, Jun Zhang 0003. A Divide-and-Conquer Evolutionary Algorithm for Large-Scale Virtual Network Embedding
    581 -- 592Edgar Covantes Osuna, Dirk Sudholt. Runtime Analysis of Crowding Mechanisms for Multimodal Optimization
    593 -- 602Patrick Spettel, Hans-Georg Beyer. Analysis of the $(\mu/\mu_{I}, \lambda)-\sigma$ -Self-Adaptation Evolution Strategy With Repair by Projection Applied to a Conically Constrained Problem
    603 -- 610Hemant Kumar Singh. Understanding Hypervolume Behavior Theoretically for Benchmarking in Evolutionary Multi/Many-Objective Optimization

    Volume 24, Issue 2

    201 -- 216Changwu Huang, Yuanxiang Li, Xin Yao 0001. A Survey of Automatic Parameter Tuning Methods for Metaheuristics
    217 -- 231Yu-Jun Zheng 0001, Yi-Chen Du, Hai-Feng Ling, Weiguo Sheng, Sheng Yong Chen. Evolutionary Collaborative Human-UAV Search for Escaped Criminals
    232 -- 244Michal Bidlo, Michal Dobes. Evolutionary Development of Growing Generic Sorting Networks by Means of Rewriting Systems
    245 -- 259Yi Xiang, Xiaowei Yang, Yuren Zhou, Han Huang 0002. Enhancing Decomposition-Based Algorithms by Estimation of Distribution for Constrained Optimal Software Product Selection
    260 -- 274Qingyang Zhang, Shengxiang Yang, Shouyong Jiang, Ronggui Wang, Xiaoli Li 0011. Novel Prediction Strategies for Dynamic Multiobjective Optimization
    275 -- 289Han Huang 0002, Junpeng Su, Yushan Zhang, Zhifeng Hao. An Experimental Method to Estimate Running Time of Evolutionary Algorithms for Continuous Optimization
    290 -- 304Miao Rong, Dunwei Gong, Witold Pedrycz, Ling Wang 0001. A Multimodel Prediction Method for Dynamic Multiobjective Evolutionary Optimization
    305 -- 319Leilei Cao, Lihong Xu, Erik D. Goodman, Chunteng Bao, Shuwei Zhu. Evolutionary Dynamic Multiobjective Optimization Assisted by a Support Vector Regression Predictor
    320 -- 334Michal K. Tomczyk, Milosz Kadzinski. Decomposition-Based Interactive Evolutionary Algorithm for Multiple Objective Optimization
    335 -- 349Yu-hui Zhang, Yue-jiao Gong, Ying Gao 0004, Hua Wang 0002, Jun Zhang 0003. Parameter-Free Voronoi Neighborhood for Evolutionary Multimodal Optimization
    350 -- 364Yanan Sun, Handing Wang, Bing Xue 0001, Yaochu Jin, Gary G. Yen, Mengjie Zhang. Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor
    365 -- 379Xiwen Cai, Liang Gao 0001, Xinyu Li. Efficient Generalized Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Expensive Problems
    380 -- 393Ye Tian, Xingyi Zhang, Chao Wang 0039, Yaochu Jin. An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems
    394 -- 407Yanan Sun, Bing Xue 0001, Mengjie Zhang, Gary G. Yen. Evolving Deep Convolutional Neural Networks for Image Classification

    Volume 24, Issue 1

    1 -- 15Danial Yazdani, Mohammad Nabi Omidvar, Jürgen Branke, Trung Thanh Nguyen 0002, Xin Yao 0001. Scaling Up Dynamic Optimization Problems: A Divide-and-Conquer Approach
    16 -- 28Xiaolong Zheng, A. Kai Qin, Maoguo Gong, Deyun Zhou. Self-Regulated Evolutionary Multitask Optimization
    29 -- 43Yong Wang 0002, Jia-Peng Li, Xihui Xue, Bing-Chuan Wang. Utilizing the Correlation Between Constraints and Objective Function for Constrained Evolutionary Optimization
    44 -- 56Emmanuel Kieffer, Grégoire Danoy, Matthias R. Brust, Pascal Bouvry, Anass Nagih. Tackling Large-Scale and Combinatorial Bi-Level Problems With a Genetic Programming Hyper-Heuristic
    57 -- 68Mohammad Reza Bonyadi. A Theoretical Guideline for Designing an Effective Adaptive Particle Swarm
    69 -- 83Kavitesh Kumar Bali, Yew-Soon Ong, Abhishek Gupta 0001, Puay Siew Tan. Multifactorial Evolutionary Algorithm With Online Transfer Parameter Estimation: MFEA-II
    84 -- 98Jaroslaw Arabas, Dariusz Jagodzinski. Toward a Matrix-Free Covariance Matrix Adaptation Evolution Strategy
    99 -- 113Yi Xiang, Yuren Zhou, Xiaowei Yang, Han Huang. A Many-Objective Evolutionary Algorithm With Pareto-Adaptive Reference Points
    114 -- 128Zi-Jia Wang, Zhi-hui Zhan, Ying Lin, Wei jie Yu, Hua Wang 0002, Sam Kwong, Jun Zhang 0003. Automatic Niching Differential Evolution With Contour Prediction Approach for Multimodal Optimization Problems
    129 -- 141XueMing Yan, Han Huang, Zhifeng Hao, Jiahai Wang. A Graph-Based Fuzzy Evolutionary Algorithm for Solving Two-Echelon Vehicle Routing Problems
    142 -- 156Dunwei Gong, Biao Xu, Yong Zhang 0016, Yi-Nan Guo, Shengxiang Yang. A Similarity-Based Cooperative Co-Evolutionary Algorithm for Dynamic Interval Multiobjective Optimization Problems
    157 -- 169Bo Yuan, Huanhuan Chen, Xin Yao 0001. Toward Efficient Design Space Exploration for Fault-Tolerant Multiprocessor Systems
    170 -- 184Bach Hoai Nguyen, Bing Xue 0001, Peter Andreae, Hisao Ishibuchi, Mengjie Zhang. Multiple Reference Points-Based Decomposition for Multiobjective Feature Selection in Classification: Static and Dynamic Mechanisms
    185 -- 192Ke Shang, Hisao Ishibuchi, Xizi Ni. R2-Based Hypervolume Contribution Approximation
    193 -- 200Ryoji Tanabe, Hisao Ishibuchi. A Review of Evolutionary Multimodal Multiobjective Optimization
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