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Xiaoliang Ma
Researcher at Shenzhen University
Publications - 41
Citations - 1779
Xiaoliang Ma is an academic researcher from Shenzhen University. The author has contributed to research in topics: Evolutionary algorithm & Evolutionary computation. The author has an hindex of 13, co-authored 34 publications receiving 1110 citations. Previous affiliations of Xiaoliang Ma include Xidian University.
Papers
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Moea/d with adaptive weight adjustment
TL;DR: Experimental results indicate that MOEA/D-AWA outperforms the benchmark algorithms in terms of the IGD metric, particularly when the PF of the MOP is complex.
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A Multiobjective Evolutionary Algorithm Based on Decision Variable Analyses for Multiobjective Optimization Problems With Large-Scale Variables
Xiaoliang Ma,Fang Liu,Yutao Qi,Xiaodong Wang,Lingling Li,Licheng Jiao,Minglei Yin,Maoguo Gong +7 more
TL;DR: An MOEA based on decision variable analyses (DVAs) is proposed and control variable analysis is used to recognize the conflicts among objective functions.
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A Survey on Cooperative Co-Evolutionary Algorithms
TL;DR: A comprehensive survey of CCEAs, covering problem decomposition, collaborator selection, individual fitness evaluation, subproblem resource allocation, implementations, benchmark test problems, control parameters, theoretical analyses, and applications is presented.
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On Tchebycheff Decomposition Approaches for Multiobjective Evolutionary Optimization
TL;DR: A resultant Tchebycheff decomposition-based multiobjective evolutionary algorithm (MOEA) with ...read more
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A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms
TL;DR: A comprehensive survey of weight vector adjustment methods covering the weight vector adaptation strategies, theoretical analyses, benchmark test problems, and applications for multiobjective evolutionary algorithms based on decomposition is presented.