高维多目标进化算法分析与设计

61773410
2017
F0305.生物、医学信息系统与技术
周育人
面上项目
教授
中山大学
65万元
高维多目标优化;时间复杂度;群智能;多目标优化;多目标进化算法
2018-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Enhancing decomposition-based algorithms by estimation of distribution for constrained optimal software product selection 期刊论文 Yi Xiang;Xiaowei Yang;Yuren Zhou;Han Huang
2 Running time analysis of MOEA/D on pseudo-boolean functions 期刊论文 Zhengxin Huang;Yuren Zhou;Zefeng Chen;Xiaoyu He;Xinsheng Lai;Xiaoyun Xia
3 Analysis on the efficiency of multifactorial evolutionary algorithms 会议论文 Zhengxin Huang;Zefeng Chen;Yuren Zhou
4 集成偏好的高维多目标最优软件产品选择算法 期刊论文 向毅;周育人;蔡少伟
5 A historical solutions based evolution operator for decomposition-based many-objective optimization 期刊论文 Zefeng Chen;Yuren Zhou;Xiaorong Zhao;Yi Xiang;Jiahai Wang
6 Configuring Sofware Product Lines by Combining Many-Objective Optimization and SAT Solvers 期刊论文 Yi Xiang;Yuren Zhou;Zibin Zheng;Miqing Li
7 Evolutionary many-objective optimization based on dynamical decomposition 期刊论文 Xiaoyu He;Yuren Zhou;Zefeng Chen;Qingfu Zhang
8 One-step kernel multi-view subspace clustering 期刊论文 Guangyu Zhang;Yuren Zhou;Xiaoyu He;Changdong Wang;Dong Huang
9 A many-objective evolutionary algorithm with pareto-adaptive reference points 期刊论文 Yi Xiang;Yuren Zhou;Xiaowei Yang;Han Huang
10 Evolutionary Bilevel Optimization based on Covariance Matrix Adaptation 期刊论文 Xiaoyu He;Yuren Zhou;Zefeng Chen
11 A Many-objective Particle Swarm Optimizer with Leaders Selected from Historical Solutions by Using Scalar Projections 期刊论文 Yi Xiang;Yuen Zhou;Zefeng Chen;Jun Zhang
12 Dual-archive-based particle swarm optimization for dynamic optimization 期刊论文 Xiaofang Liu;Yuren Zhou;Xue Yu;Ying Lin
13 An improved (1+1) evolutionary algorithm for k-median clustering problem with performance guarantee 期刊论文 Zhengxin Huang;Yuren Zhou;Xiaoyun Xia;Xinsheng Lai
14 基于演化策略的矩阵流形黑盒优化方法 期刊论文 何笑雨;周育人;陈泽丰
15 Performance Analysis of ACO on the Quadratic Assignment Problem 期刊论文 Xiaoyun Xia;Yuren Zhou
16 A Decomposition-Based Many-Objective Artificial Bee Colony Algorithm 期刊论文 Yi Xiang;Yuren Zhou;Langping Tang;Zefeng Chen
17 Constrained Multiobjective Optimization: Test Problem Construction and Performance Evaluations 期刊论文 Yuren Zhou;Yi Xiang;Xiaoyu He
18 MMES: Mixture Model-Based Evolution Strategy for Large-Scale Optimization 期刊论文 Xiaoyu He;Zibin Zheng;Yuren Zhou
19 Cooperative particle swarm optimization with reference-point-based prediction strategy for dynamic multiobjective optimization 期刊论文 Xue Yu;Xiaofang Liu;Yuren Zhou
20 The two-echelon multi-objective location routing problem inspired by realistic waste collection applications: The composable model and a metaheuristic algorithm 期刊论文 Xue Yu;Yuren Zhou;Xiaofang Liu
21 Handling expensive multi-objective optimization problems with a cluster-based neighborhood regression model 期刊论文 Zefeng Chen;Yuren Zhou;Xiaoyu He
22 A set of new multi- and many-objective test problems for continuous optimization and a comprehensive experimental evaluation 期刊论文 Yuren Zhou;Xiaoyu He;Yi Xiang;Shaowei Cai
23 An Evolution Path-Based Reproduction Operator for Many-Objective Optimization 期刊论文 Xiaoyu He;Yuren Zhou;Zefeng Chen
24 Going deeper with optimal software products selection using many-objective optimization and satisfiability solvers 期刊论文 Yi Xiang;Xiaowei Yang;Yuren Zhou;Zibin Zheng;Miqing Li;Han Huang
25 Decomposition-based evolutionary algorithm with automatic estimation to handle many-objective optimization problem 期刊论文 赵春亮;周育人;陈泽丰
26 Towards efficiently searching triple product property triples: Deterministic and randomized algorithms 期刊论文 ZefengChen;Yuren Zhou;Yi Xiang
27 A local search based restart evolutionary algorithm for finding triple product property triples 期刊论文 Yi Xiang;Yuren Zhou;Zefeng Chen
28 A Runtime Analysis of Typical Decomposition Approaches in MOEA/D Framework for Many-objective Optimization Problems 会议论文 Zhengxin Huang;Yuren Zhou;Chuan Luo;Qingwei Lin
29 On the effectiveness of immune inspired mutation operators in some discrete optimization problems 期刊论文 Xiaoyun Xia;Yuren Zhou
30 Enhancing the performance of differential evolution with covariance matrix self-adaptation 期刊论文 Xiaoyu He;Yuren Zhou
31 Auto-creation of Effective Neural Network Architecture by Evolutionary Algorithm and ResNet for Image Classification 会议论文 Zefeng Chen;Yuren Zhou;Zhengxin Huang
32 Joint representation learning for multi-view subspace clustering 期刊论文 Guangyu Zhang;Yuren Zhou;Changdong Wang;Dong Huang;Xiaoyu He
33 A novel hybrid genetic algorithm for the location routing problem with tight capacity constraints 期刊论文 Xue Yu;Yuren Zhou;Xiao-Fang Liu
34 Runtime Analysis of Somatic Contiguous Hypermutation Operators in MOEA/D Framework 会议论文 zhengxin huang;yuren zhou
35 Large-scale evolution strategy based on search direction adaptation 期刊论文 Xiaoyu He;Yuren Zhou;Zefeng Chen;Jun Zhang;Wei-Neng Chen
36 A scalar projection and angle-based evolutionary algorithm for many-objective optimization problems 期刊论文 Yuren Zhou;Yi Xiang;Zefeng Chen;Jun He;Jiahai Wang
37 An adaptive parallel particle swarm optimization for numerical optimization problems 期刊论文 Xinsheng Lai;Yuren Zhou
38 A restart-based rank-1 evolution strategy for reinforcement learning 会议论文 Chen Zefeng;Zhou Yuren;He Xiaoyu;Jiang Siyu
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