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    Journal: IEEE Trans. Evolutionary Computation

    Volume 20, Issue 6

    821 -- 837Rui Wang, Qingfu Zhang, Tao Zhang. Decomposition-Based Algorithms Using Pareto Adaptive Scalarizing Methods
    838 -- 858Weiguo Sheng, Shengyong Chen, Mengmeng Sheng, Gang Xiao, Jiafa Mao, Yujun Zheng. Adaptive Multisubpopulation Competition and Multiniche Crowding-Based Memetic Algorithm for Automatic Data Clustering
    859 -- 873Qiang Lu, Qing-Long Han, Shirong Liu. A Cooperative Control Framework for a Collective Decision on Movement Behaviors of Particles
    874 -- 891Shan He 0001, Guanbo Jia, Zexuan Zhu, Dan A. Tennant, Qiang Huang, Ke Tang, Jing Liu, Mirco Musolesi, John K. Heath, Xin Yao. Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery
    892 -- 907Geng Lin, Wenxing Zhu, Montaz M. Ali. An Effective Hybrid Memetic Algorithm for the Minimum Weight Dominating Set Problem
    908 -- 923Yuning Chen, Jin-Kao Hao. Memetic Search for the Generalized Quadratic Multiple Knapsack Problem
    924 -- 938Bingdong Li, Ke Tang, Jinlong Li, Xin Yao. Stochastic Ranking Algorithm for Many-Objective Optimization Based on Multiple Indicators
    939 -- 952Handing Wang, Yaochu Jin, Jan O. Jansen. Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System
    953 -- 971Gang Chen 0002, Colin I. J. Douch, Mengjie Zhang. Accuracy-Based Learning Classifier Systems for Multistep Reinforcement Learning: A Fuzzy Logic Approach to Handling Continuous Inputs and Learning Continuous Actions
    972 -- 985Wei-Yu Chiu, Gary G. Yen, Teng-Kuei Juan. Minimum Manhattan Distance Approach to Multiple Criteria Decision Making in Multiobjective Optimization Problems

    Volume 20, Issue 5

    645 -- 665Miqing Li, Shengxiang Yang, Xiaohui Liu. Pareto or Non-Pareto: Bi-Criterion Evolution in Multiobjective Optimization
    666 -- 681Jianhua Liu, Yi Mei, Xiaodong Li. An Analysis of the Inertia Weight Parameter for Binary Particle Swarm Optimization
    682 -- 694Valentino Santucci, Marco Baioletti, Alfredo Milani. Algebraic Differential Evolution Algorithm for the Permutation Flowshop Scheduling Problem With Total Flowtime Criterion
    695 -- 710Xin-yuan Zhang, Jun Zhang, Yue-jiao Gong, Zhi-hui Zhan, Wei-neng Chen, Yun Li. Kuhn-Munkres Parallel Genetic Algorithm for the Set Cover Problem and Its Application to Large-Scale Wireless Sensor Networks
    711 -- 729Qiuzhen Lin, Jianyong Chen, Zhi-hui Zhan, Wei-neng Chen, Carlos A. Coello Coello, Yilong Yin, Chih-Min Lin, Jun Zhang. A Hybrid Evolutionary Immune Algorithm for Multiobjective Optimization Problems
    730 -- 741Francesco Rogai, Claudia Manfredi, Leonardo Bocchi. Metaheuristics for Specialization of a Segmentation Algorithm for Ultrasound Images
    742 -- 754Michal Bidlo. On Routine Evolution of Complex Cellular Automata
    755 -- 772Yiu-ming Cheung, Fangqing Gu, Hai-lin Liu. Objective Extraction for Many-Objective Optimization Problems: Algorithm and Test Problems
    773 -- 791Ran Cheng, Yaochu Jin, Markus Olhofer, Bernhard Sendhoff. A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization
    792 -- 806Hu Zhang, Aimin Zhou, Shenmin Song, Qingfu Zhang, Xiao Zhi Gao, Jun Zhang. A Self-Organizing Multiobjective Evolutionary Algorithm
    807 -- 813Hisao Ishibuchi, Hiroyuki Masuda, Yusuke Nojima. Pareto Fronts of Many-Objective Degenerate Test Problems
    814 -- 819Mohammad Reza Bonyadi, Zbigniew Michalewicz. Stability Analysis of the Particle Swarm Optimization Without Stagnation Assumption

    Volume 20, Issue 4

    485 -- 498Dhish Kumar Saxena, Arnab Sinha, João A. Duro, Qingfu Zhang. Entropy-Based Termination Criterion for Multiobjective Evolutionary Algorithms
    499 -- 514Alvaro Rubio-Largo, Miguel A. Vega-Rodríguez, David L. González-Álvarez. A Hybrid Multiobjective Memetic Metaheuristic for Multiple Sequence Alignment
    515 -- 528Kalyanmoy Deb, Mohamed Abouhawwash. An Optimality Theory-Based Proximity Measure for Set-Based Multiobjective Optimization
    529 -- 545Soo Ling Lim, Peter J. Bentley, Fuyuki Ishikawa. The Effects of Developer Dynamics on Fitness in an Evolutionary Ecosystem Model of the App Store
    546 -- 562Eduardo Gontijo Carrano, Gisele P. da Silva, Edgard P. Cardoso, Ricardo H. C. Takahashi. Subpermutation-Based Evolutionary Multiobjective Algorithm for Load Restoration in Power Distribution Networks
    563 -- 576Yuan-Long Li, Yuren Zhou, Zhi-hui Zhan, Jun Zhang 0003. A Primary Theoretical Study on Decomposition-Based Multiobjective Evolutionary Algorithms
    577 -- 589Michael Fenton, Ciaran McNally, Jonathan Byrne, Erik Hemberg, James McDermott, Michael O'Neill. Discrete Planar Truss Optimization by Node Position Variation Using Grammatical Evolution
    590 -- 605Changhe Li, Trung Thanh Nguyen, Ming Yang, Michalis Mavrovouniotis, Shengxiang Yang. An Adaptive Multipopulation Framework for Locating and Tracking Multiple Optima
    606 -- 626Bing Xue, Mengjie Zhang, Will N. Browne, Xin Yao. A Survey on Evolutionary Computation Approaches to Feature Selection
    627 -- 644Mahmood A. Rashid, Firas Khatib, Md. Tamjidul Hoque, Abdul Sattar. An Enhanced Genetic Algorithm for Ab Initio Protein Structure Prediction

    Volume 20, Issue 3

    325 -- 342Zhaoyuan Wang, Huanlai Xing, Tianrui Li, Yan Yang, Rong Qu, Yi Pan. A Modified Ant Colony Optimization Algorithm for Network Coding Resource Minimization
    343 -- 357Abhishek Gupta, Yew-Soon Ong, Liang Feng. Multifactorial Evolution: Toward Evolutionary Multitasking
    358 -- 369Haitham Seada, Kalyanmoy Deb. A Unified Evolutionary Optimization Procedure for Single, Multiple, and Many Objectives
    370 -- 385Mohammad Reza Bonyadi, Zbigniew Michalewicz. Analysis of Stability, Local Convergence, and Transformation Sensitivity of a Variant of the Particle Swarm Optimization Algorithm
    386 -- 402Zhenan He, Gary G. Yen. Visualization and Performance Metric in Many-Objective Optimization
    403 -- 417Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle. Automatic Component-Wise Design of Multiobjective Evolutionary Algorithms
    418 -- 433Juanjuan Luo, Licheng Jiao, Jose A. Lozano. A Sparse Spectral Clustering Framework via Multiobjective Evolutionary Algorithm
    434 -- 446Vincent A. Cicirello. The Permutation in a Haystack Problem and the Calculus of Search Landscapes
    447 -- 459Noha M. Hamza, Daryl Leslie Essam, Ruhul A. Sarker. Constraint Consensus Mutation-Based Differential Evolution for Constrained Optimization
    460 -- 469Jiawei Li, Graham Kendall, Robert Ivor John. Computing Nash Equilibria and Evolutionarily Stable States of Evolutionary Games
    470 -- 474Hussein A. Abbass, Garrison W. Greenwood, Eleni Petraki. The N-Player Trust Game and its Replicator Dynamics
    475 -- 480LuPing Wang, Qingfu Zhang, Aimin Zhou, Maoguo Gong, Licheng Jiao. Constrained Subproblems in a Decomposition-Based Multiobjective Evolutionary Algorithm

    Volume 20, Issue 2

    165 -- 179Leticia Hernando, Alexander Mendiburu, José Antonio Lozano. A Tunable Generator of Instances of Permutation-Based Combinatorial Optimization Problems
    180 -- 198Yuan Yuan, Hua Xu, Bo Wang, Bo Zhang, Xin Yao. Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers
    199 -- 217Ankur Sinha, Pekka Malo, Kalyanmoy Deb, Pekka J. Korhonen, Jyrki Wallenius. Solving Bilevel Multicriterion Optimization Problems With Lower Level Decision Uncertainty
    218 -- 231Mostafa Z. Ali, Ponnuthurai N. Suganthan, Robert G. Reynolds, Amer F. Al-Badarneh. Leveraged Neighborhood Restructuring in Cultural Algorithms for Solving Real-World Numerical Optimization Problems
    232 -- 244Xin Qiu, Jian-Xin Xu, Kay Chen Tan, Hussein A. Abbass. Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization
    245 -- 262Ying-Chi Lin, Martin Claub, Martin Middendorf. Simple Probabilistic Population-Based Optimization
    263 -- 274Narine Manukyan, Margaret J. Eppstein, Jeffrey S. Buzas. Tunably Rugged Landscapes With Known Maximum and Minimum
    275 -- 298Xiaoliang Ma, Fang Liu, Yutao Qi, Xiaodong Wang, Lingling Li, Licheng Jiao, Minglei Yin, Maoguo Gong. A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables
    299 -- 315Chenwen Zhu, Lihong Xu, Erik D. Goodman. Generalization of Pareto-Optimality for Many-Objective Evolutionary Optimization
    316 -- 321Jun He, Guangming Lin. Average Convergence Rate of Evolutionary Algorithms
    323 -- 0Nikhil R. Pal. Call for nominations / Applications for the position of the Editor-in-Chief of IEEE Transactions on Emerging Topics in Computational Intelligence

    Volume 20, Issue 1

    1 -- 15Enrique Muñoz Ballester, José Manuel Cadenas, Yew-Soon Ong, Giovanni Acampora. Memetic Music Composition
    16 -- 37Yuan Yuan, Hua Xu, Bo Wang, Xin Yao. A New Dominance Relation-Based Evolutionary Algorithm for Many-Objective Optimization
    38 -- 51Miranda Lakshmi Travis, Martin Aruldoss, V. Prasanna Venkatesan. A Genetic Bankrupt Ratio Analysis Tool Using a Genetic Algorithm to Identify Influencing Financial Ratios
    52 -- 64Aimin Zhou, Qingfu Zhang. Are All the Subproblems Equally Important? Resource Allocation in Decomposition-Based Multiobjective Evolutionary Algorithms
    65 -- 80Jinghui Zhong, Yew-Soon Ong, Wentong Cai. Self-Learning Gene Expression Programming
    81 -- 95Kangil Kim, Robert I. McKay, Nguyen Xuan Hoai. Recursion-Based Biases in Stochastic Grammar Model Genetic Programming
    96 -- 109Juan Wang, Ke Tang, José Antonio Lozano, Xin Yao. Estimation of the Distribution Algorithm With a Stochastic Local Search for Uncertain Capacitated Arc Routing Problems
    110 -- 124Jürgen Branke, Su Nguyen, Christoph Pickardt, Mengjie Zhang. Automated Design of Production Scheduling Heuristics: A Review
    125 -- 144Andrea Maesani, Giovanni Iacca, Dario Floreano. Memetic Viability Evolution for Constrained Optimization
    145 -- 160Zhenan He, Gary G. Yen. Many-Objective Evolutionary Algorithm: Objective Space Reduction and Diversity Improvement
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