Comparison between MOEA/D and NSGA-III on a set of novel many and multi-objective benchmark problems with challenging difficulties
暂无分享,去创建一个
Qingfu Zhang | Kalyanmoy Deb | Lei Chen | Ponnuthurai Nagaratnam Suganthan | Hui Li | K. Deb | P. Suganthan | Qingfu Zhang | Hui Li | Lei Chen
[1] Qingfu Zhang,et al. Adaptive Replacement Strategies for MOEA/D , 2016, IEEE Transactions on Cybernetics.
[2] Hui Li,et al. An Adaptive Evolutionary Multi-Objective Approach Based on Simulated Annealing , 2011, Evolutionary Computation.
[3] Xin Yao,et al. Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization , 2015, IEEE Transactions on Evolutionary Computation.
[4] Kirsten Schmieder,et al. Registration of CT and Intraoperative 3-D Ultrasound Images of the Spine Using Evolutionary and Gradient-Based Methods , 2008, IEEE Transactions on Evolutionary Computation.
[5] Hiroyuki Sato,et al. Inverted PBI in MOEA/D and its impact on the search performance on multi and many-objective optimization , 2014, GECCO.
[6] Qingfu Zhang,et al. Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model , 2010, IEEE Transactions on Evolutionary Computation.
[7] Qingfu Zhang,et al. Biased Multiobjective Optimization and Decomposition Algorithm , 2017, IEEE Transactions on Cybernetics.
[8] Kalyanmoy Deb,et al. A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..
[9] Qingfu Zhang,et al. Multiobjective test problems with complicated Pareto fronts: Difficulties in degeneracy , 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).
[10] Qingfu Zhang,et al. An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition , 2015, IEEE Transactions on Evolutionary Computation.
[11] Qingfu Zhang,et al. MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition , 2007, IEEE Transactions on Evolutionary Computation.
[12] Qingfu Zhang,et al. The performance of a new version of MOEA/D on CEC09 unconstrained MOP test instances , 2009, 2009 IEEE Congress on Evolutionary Computation.
[13] Qingfu Zhang,et al. Multiobjective evolutionary algorithms: A survey of the state of the art , 2011, Swarm Evol. Comput..
[14] Marco Laumanns,et al. Scalable test problems for evolutionary multi-objective optimization , 2001 .
[15] Qingfu Zhang,et al. Adaptively Allocating Search Effort in Challenging Many-Objective Optimization Problems , 2018, IEEE Transactions on Evolutionary Computation.
[16] Kalyanmoy Deb,et al. An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach , 2014, IEEE Transactions on Evolutionary Computation.
[17] Qingfu Zhang,et al. MOEA/D-ACO: A Multiobjective Evolutionary Algorithm Using Decomposition and AntColony , 2013, IEEE Transactions on Cybernetics.
[18] Lothar Thiele,et al. Comparison of Multiobjective Evolutionary Algorithms: Empirical Results , 2000, Evolutionary Computation.
[19] Qingfu Zhang,et al. Stable Matching-Based Selection in Evolutionary Multiobjective Optimization , 2014, IEEE Transactions on Evolutionary Computation.
[20] Qingfu Zhang,et al. Framework for Many-Objective Test Problems with Both Simple and Complicated Pareto-Set Shapes , 2011, EMO.
[21] Kalyanmoy Deb,et al. A Unified Evolutionary Optimization Procedure for Single, Multiple, and Many Objectives , 2016, IEEE Transactions on Evolutionary Computation.
[22] Qingfu Zhang,et al. Constrained Subproblems in a Decomposition-Based Multiobjective Evolutionary Algorithm , 2016, IEEE Transactions on Evolutionary Computation.
[23] Qingfu Zhang,et al. Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II , 2009, IEEE Transactions on Evolutionary Computation.
[24] Fang Liu,et al. MOEA/D with Adaptive Weight Adjustment , 2014, Evolutionary Computation.
[25] Marco Farina,et al. A fuzzy definition of "optimality" for many-criteria optimization problems , 2004, IEEE Trans. Syst. Man Cybern. Part A.
[26] R. Lyndon While,et al. A review of multiobjective test problems and a scalable test problem toolkit , 2006, IEEE Transactions on Evolutionary Computation.