A hybridized angle-encouragement-based decomposition approach for many-objective optimization problems
暂无分享,去创建一个
Qiuzhen Lin | Carlos A. Coello Coello | Jia Wang | Jianyong Chen | Lijia Ma | Xiaozhou Wang | Yuchao Su
[1] Hisao Ishibuchi,et al. Reference point specification in MOEA/D for multi-objective and many-objective problems , 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).
[2] Kalyanmoy Deb,et al. An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints , 2014, IEEE Transactions on Evolutionary Computation.
[3] Tobias Friedrich,et al. An Efficient Algorithm for Computing Hypervolume Contributions , 2010, Evolutionary Computation.
[4] Hisao Ishibuchi,et al. Performance of Decomposition-Based Many-Objective Algorithms Strongly Depends on Pareto Front Shapes , 2017, IEEE Transactions on Evolutionary Computation.
[5] Qingfu Zhang,et al. An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition , 2015, IEEE Transactions on Evolutionary Computation.
[6] Jun Zhang,et al. A Diversity-Enhanced Resource Allocation Strategy for Decomposition-Based Multiobjective Evolutionary Algorithm , 2018, IEEE Transactions on Cybernetics.
[7] Jun Zhang,et al. Particle Swarm Optimization With a Balanceable Fitness Estimation for Many-Objective Optimization Problems , 2018, IEEE Transactions on Evolutionary Computation.
[8] Jun Zhang,et al. Fuzzy-Based Pareto Optimality for Many-Objective Evolutionary Algorithms , 2014, IEEE Transactions on Evolutionary Computation.
[9] Luís M. S. Russo,et al. Quick Hypervolume , 2012, IEEE Transactions on Evolutionary Computation.
[10] Gary G. Yen,et al. Many-Objective Evolutionary Algorithm: Objective Space Reduction and Diversity Improvement , 2016, IEEE Transactions on Evolutionary Computation.
[11] Qingfu Zhang,et al. Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II , 2009, IEEE Transactions on Evolutionary Computation.
[12] Eckart Zitzler,et al. Indicator-Based Selection in Multiobjective Search , 2004, PPSN.
[13] Hisao Ishibuchi,et al. Behavior of Multiobjective Evolutionary Algorithms on Many-Objective Knapsack Problems , 2015, IEEE Transactions on Evolutionary Computation.
[14] Enrique Alba,et al. The jMetal framework for multi-objective optimization: Design and architecture , 2010, IEEE Congress on Evolutionary Computation.
[15] Marco Laumanns,et al. Scalable Test Problems for Evolutionary Multiobjective Optimization , 2005, Evolutionary Multiobjective Optimization.
[16] Kaisa Miettinen,et al. Nonlinear multiobjective optimization , 1998, International series in operations research and management science.
[17] Qingfu Zhang,et al. Stable Matching-Based Selection in Evolutionary Multiobjective Optimization , 2014, IEEE Transactions on Evolutionary Computation.
[18] Peter J. Fleming,et al. Evolutionary many-objective optimisation: an exploratory analysis , 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..
[19] Qingfu Zhang,et al. Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems , 2014, IEEE Transactions on Evolutionary Computation.
[20] Hisao Ishibuchi,et al. Comparing solution sets of different size in evolutionary many-objective optimization , 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).
[21] Xin Yao,et al. Many-Objective Evolutionary Algorithms , 2015, ACM Comput. Surv..
[22] Nima Amjady,et al. MULTIOBJECTIVE ENVIRONMENTAL AND ECONOMIC DISPATCH USING IMPERIALIST COMPETITIVE ALGORITHM , 2012 .
[23] Ye Tian,et al. PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum] , 2017, IEEE Computational Intelligence Magazine.
[24] O. Abedinia,et al. Multi-objective Environmental/Economic Dispatch using firefly technique , 2012, 2012 11th International Conference on Environment and Electrical Engineering.
[25] Fang Liu,et al. MOEA/D with Adaptive Weight Adjustment , 2014, Evolutionary Computation.
[26] Yuren Zhou,et al. A Vector Angle-Based Evolutionary Algorithm for Unconstrained Many-Objective Optimization , 2017, IEEE Transactions on Evolutionary Computation.
[27] Hisao Ishibuchi,et al. Sensitivity of performance evaluation results by inverted generational distance to reference points , 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).
[28] Carlos A. Coello Coello,et al. MOMBI: A new metaheuristic for many-objective optimization based on the R2 indicator , 2013, 2013 IEEE Congress on Evolutionary Computation.
[29] Qingfu Zhang,et al. Adaptive Replacement Strategies for MOEA/D , 2016, IEEE Transactions on Cybernetics.
[30] Xin Yao,et al. Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization , 2015, IEEE Transactions on Evolutionary Computation.
[31] Lothar Thiele,et al. Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach , 1999, IEEE Trans. Evol. Comput..
[32] Jie Zhang,et al. A Simple and Fast Hypervolume Indicator-Based Multiobjective Evolutionary Algorithm , 2015, IEEE Transactions on Cybernetics.
[33] O. Abedinia,et al. Multi-objective Environmental/Economic Dispatch Using Interactive Artificial Bee Colony Algorithm , 2012 .
[34] Qingfu Zhang,et al. Decomposition-Based Algorithms Using Pareto Adaptive Scalarizing Methods , 2016, IEEE Transactions on Evolutionary Computation.
[35] Markus Wagner,et al. A fast approximation-guided evolutionary multi-objective algorithm , 2013, GECCO '13.
[36] Sanghamitra Bandyopadhyay,et al. An Algorithm for Many-Objective Optimization With Reduced Objective Computations: A Study in Differential Evolution , 2015, IEEE Transactions on Evolutionary Computation.
[37] Evan J. Hughes,et al. Evolutionary many-objective optimisation: many once or one many? , 2005, 2005 IEEE Congress on Evolutionary Computation.
[38] Gexiang Zhang,et al. A Many-Objective Evolutionary Algorithm With Enhanced Mating and Environmental Selections , 2015, IEEE Transactions on Evolutionary Computation.
[39] Qingfu Zhang,et al. On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization , 2018, IEEE Transactions on Evolutionary Computation.
[40] Qingfu Zhang,et al. Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems , 2018, IEEE Transactions on Evolutionary Computation.
[41] Teresa Bernarda Ludermir,et al. Many Objective Particle Swarm Optimization , 2016, Inf. Sci..
[42] Erik D. Goodman,et al. Generalization of Pareto-Optimality for Many-Objective Evolutionary Optimization , 2016, IEEE Transactions on Evolutionary Computation.
[43] Qingfu Zhang,et al. Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition , 2014, IEEE Transactions on Evolutionary Computation.
[44] Qingfu Zhang,et al. Interrelationship-Based Selection for Decomposition Multiobjective Optimization , 2015, IEEE Transactions on Cybernetics.
[45] Peter J. Fleming,et al. Preference-Inspired Coevolutionary Algorithms for Many-Objective Optimization , 2013, IEEE Transactions on Evolutionary Computation.
[46] Shengxiang Yang,et al. Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization , 2014, IEEE Transactions on Evolutionary Computation.
[47] Slim Bechikh,et al. A New Decomposition-Based NSGA-II for Many-Objective Optimization , 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.
[48] Yong Wang,et al. Scalarizing Functions in Decomposition-Based Multiobjective Evolutionary Algorithms , 2018, IEEE Transactions on Evolutionary Computation.
[49] Lei Cai,et al. Two-archive method for aggregation-based many-objective optimization , 2018, Inf. Sci..
[50] Xin Yao,et al. Stochastic Ranking Algorithm for Many-Objective Optimization Based on Multiple Indicators , 2016, IEEE Transactions on Evolutionary Computation.
[51] Xin Yao,et al. Corner Sort for Pareto-Based Many-Objective Optimization , 2014, IEEE Transactions on Cybernetics.
[52] Hiroyuki Sato,et al. Inverted PBI in MOEA/D and its impact on the search performance on multi and many-objective optimization , 2014, GECCO.
[53] R. Lyndon While,et al. A Scalable Multi-objective Test Problem Toolkit , 2005, EMO.
[54] Qingfu Zhang,et al. MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition , 2007, IEEE Transactions on Evolutionary Computation.
[55] Gary G. Yen,et al. Many-Objective Evolutionary Algorithms Based on Coordinated Selection Strategy , 2017, IEEE Transactions on Evolutionary Computation.
[56] Kalyanmoy Deb,et al. A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..
[57] Lucas Bradstreet,et al. A Fast Way of Calculating Exact Hypervolumes , 2012, IEEE Transactions on Evolutionary Computation.
[58] Tao Zhang,et al. Localized Weighted Sum Method for Many-Objective Optimization , 2018, IEEE Transactions on Evolutionary Computation.
[59] Eckart Zitzler,et al. HypE: An Algorithm for Fast Hypervolume-Based Many-Objective Optimization , 2011, Evolutionary Computation.
[60] Qingfu Zhang,et al. Constrained Subproblems in a Decomposition-Based Multiobjective Evolutionary Algorithm , 2016, IEEE Transactions on Evolutionary Computation.
[61] Kalyanmoy Deb,et al. Simulated Binary Crossover for Continuous Search Space , 1995, Complex Syst..
[62] Heike Trautmann,et al. On the properties of the R2 indicator , 2012, GECCO '12.
[63] Tao Zhang,et al. Pareto adaptive penalty-based boundary intersection method for multi-objective optimization , 2017, Inf. Sci..