Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multimodal Multiobjective Optimization
暂无分享,去创建一个
Hisao Ishibuchi | Yusuke Nojima | Yiping Liu | Naoki Masuyama | Gary G. Yen | H. Ishibuchi | Y. Nojima | G. Yen | Naoki Masuyama | Yiping Liu
[1] Xin Yao,et al. Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection , 2018, IEEE Transactions on Evolutionary Computation.
[2] Jing J. Liang,et al. A novel scalable test problem suite for multimodal multiobjective optimization , 2019, Swarm Evol. Comput..
[3] O Shoval,et al. Evolutionary Trade-Offs, Pareto Optimality, and the Geometry of Phenotype Space , 2012, Science.
[4] Günter Rudolph,et al. Pareto Set and EMOA Behavior for Simple Multimodal Multiobjective Functions , 2006, PPSN.
[5] Qingfu Zhang,et al. MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition , 2007, IEEE Transactions on Evolutionary Computation.
[6] Xiaodong Li,et al. Seeking Multiple Solutions: An Updated Survey on Niching Methods and Their Applications , 2017, IEEE Transactions on Evolutionary Computation.
[7] Jing J. Liang,et al. Multimodal multiobjective optimization with differential evolution , 2019, Swarm Evol. Comput..
[8] Gary G. Yen,et al. Hybrid bi-objective portfolio optimization with pre-selection strategy , 2017, Inf. Sci..
[9] David E. Goldberg,et al. A niched Pareto genetic algorithm for multiobjective optimization , 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence.
[10] John E. Dennis,et al. Normal-Boundary Intersection: A New Method for Generating the Pareto Surface in Nonlinear Multicriteria Optimization Problems , 1998, SIAM J. Optim..
[11] Mario Köppen,et al. Substitute Distance Assignments in NSGA-II for Handling Many-objective Optimization Problems , 2007, EMO.
[12] Shengxiang Yang,et al. Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization , 2014, IEEE Transactions on Evolutionary Computation.
[13] Massimiliano Vasile,et al. Computing the Set of Epsilon-Efficient Solutions in Multiobjective Space Mission Design , 2011, J. Aerosp. Comput. Inf. Commun..
[14] Jinhua Zheng,et al. Achieving balance between proximity and diversity in multi-objective evolutionary algorithm , 2012, Inf. Sci..
[15] Hisao Ishibuchi,et al. Many-Objective Test Problems to Visually Examine the Behavior of Multiobjective Evolution in a Decision Space , 2010, PPSN.
[16] Gilbert Syswerda,et al. Uniform Crossover in Genetic Algorithms , 1989, ICGA.
[17] Kalyanmoy Deb,et al. Investigating the Effect of Imbalance Between Convergence and Diversity in Evolutionary Multiobjective Algorithms , 2017, IEEE Transactions on Evolutionary Computation.
[18] Qingfu Zhang,et al. Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm , 2009, IEEE Transactions on Evolutionary Computation.
[19] Marco Laumanns,et al. SPEA2: Improving the strength pareto evolutionary algorithm , 2001 .
[20] Yaochu Jin,et al. Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine Breakdowns , 2019, IEEE Transactions on Cybernetics.
[21] Bo Zhang,et al. Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers , 2016, IEEE Transactions on Evolutionary Computation.
[22] Hisao Ishibuchi,et al. A Decomposition-Based Evolutionary Algorithm for Multi-modal Multi-objective Optimization , 2018, PPSN.
[23] Eckart Zitzler,et al. HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization , 2011, Evolutionary Computation.
[24] Hisao Ishibuchi,et al. Constrained multiobjective distance minimization problems , 2019, GECCO.
[25] Gary G. Yen,et al. A Multimodal Multiobjective Evolutionary Algorithm Using Two-Archive and Recombination Strategies , 2019, IEEE Transactions on Evolutionary Computation.
[26] Günter Rudolph,et al. Capabilities of EMOA to Detect and Preserve Equivalent Pareto Subsets , 2007, EMO.
[27] Jing J. Liang,et al. Multimodal multi-objective optimization: A preliminary study , 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).
[28] Ofer M. Shir,et al. Enhancing Decision Space Diversity in Evolutionary Multiobjective Algorithms , 2009, EMO.
[29] Lothar Thiele,et al. Defining and Optimizing Indicator-Based Diversity Measures in Multiobjective Search , 2010, PPSN.
[30] Yaochu Jin,et al. A Many-Objective Evolutionary Algorithm Using A One-by-One Selection Strategy , 2017, IEEE Transactions on Cybernetics.
[31] Francisco Herrera,et al. Replacement strategies to preserve useful diversity in steady-state genetic algorithms , 2008, Inf. Sci..
[32] Hisao Ishibuchi,et al. A Double-Niched Evolutionary Algorithm and Its Behavior on Polygon-Based Problems , 2018, PPSN.
[33] Tomohiro Yoshikawa,et al. A study on analysis of design variables in Pareto solutions for conceptual design optimization problem of hybrid rocket engine , 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).
[34] Qingfu Zhang,et al. Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems , 2014, IEEE Transactions on Evolutionary Computation.
[35] Jing J. Liang,et al. A Multiobjective Particle Swarm Optimizer Using Ring Topology for Solving Multimodal Multiobjective Problems , 2018, IEEE Transactions on Evolutionary Computation.
[36] Xiaodong Li,et al. Niching Without Niching Parameters: Particle Swarm Optimization Using a Ring Topology , 2010, IEEE Transactions on Evolutionary Computation.
[37] Kalyanmoy Deb,et al. A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..
[38] Xiaoyan Sun,et al. Many-objective evolutionary optimization based on reference points , 2017, Appl. Soft Comput..
[39] Kalyanmoy Deb,et al. Omni-optimizer: A generic evolutionary algorithm for single and multi-objective optimization , 2008, Eur. J. Oper. Res..
[40] Hisao Ishibuchi,et al. A many-objective test problem for visually examining diversity maintenance behavior in a decision space , 2011, GECCO '11.
[41] Ye Tian,et al. PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum] , 2017, IEEE Computational Intelligence Magazine.