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CASIA OpenIR

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Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801
作者:  Sheng Qi;  Rui Wang;  Tao Zhang;  Weixiong Huang;  Fan Yu;  Ling Wang
Adobe PDF(2019Kb)  |  收藏  |  浏览/下载：4/3  |  提交时间：2024/07/16
Evolutionary algorithms  pattern mining  sparse large-scale multi-objective problems (SLMOPs)  sparse large-scale optimization  
Multiobjective Differential Evolution for Higher-Dimensional Multimodal Multiobjective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1458-1475
作者:  Jing Liang;  Hongyu Lin;  Caitong Yue;  Ponnuthurai Nagaratnam Suganthan;  Yaonan Wang
Adobe PDF(2268Kb)  |  收藏  |  浏览/下载：46/19  |  提交时间：2024/05/22
Benchmark functions  diversity measure  evolutionary algorithms  multimodal multiobjective optimization  
A Two-layer Encoding Learning Swarm Optimizer based on Frequent Itemsets for Sparse Large-scale Multi-objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1342-1357
作者:  Sheng Qi;  Rui Wang;  Tao Zhang;  Xu Yang;  Ruiqing Sun;  Ling Wang
Adobe PDF(3038Kb)  |  收藏  |  浏览/下载：52/16  |  提交时间：2024/05/22
Evolutionary algorithms  learning swarm optimization  sparse large-scale optimization  sparse large-scale multi-objective problems  two-layer encoding  
Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 919-931
作者:  Fei Ming;  Wenyin Gong;  Ling Wang;  Yaochu Jin
Adobe PDF(2091Kb)  |  收藏  |  浏览/下载：77/34  |  提交时间：2024/03/18
Constrained multi-objective optimization  deep Q-learning  deep reinforcement learning (DRL)  evolutionary algorithms  evolutionary operator selection  
Even Search in a Promising Region for Constrained Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 474-486
作者:  Fei Ming;  Wenyin Gong;  Yaochu Jin
Adobe PDF(1847Kb)  |  收藏  |  浏览/下载：80/39  |  提交时间：2024/01/23
Constrained multi-objective optimization  even search  evolutionary algorithms  promising region  real-world problems  
Multitasking bi-level evolutionary algorithm for data-intensive scientific workflows on clouds 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2024, 卷号: 238, 页码: 11
作者:  Cai, Xingjuan;  Li, Mengxia;  Zhang, Yan;  Zhao, Tianhao;  Zhang, Wensheng;  Chen, Jinjun
收藏  |  浏览/下载：166/0  |  提交时间：2023/12/21
Evolutionary multitasking algorithms  Bi-level optimization  Data-intensive scientific workflow  Data placement  Task scheduling  
Constraint multi-objective optimal design of hybrid renewable energy system considering load characteristics 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 15
作者:  Chen, Yingfeng;  Wang, Rui;  Ming, Mengjun;  Cheng, Shi;  Bao, Yiping;  Zhang, Wensheng;  Zhang, Chi
收藏  |  浏览/下载：215/0  |  提交时间：2021/05/31
Constraint optimization  Multi-objective optimization  Hybrid renewable energy system  Evolutionary algorithms  
Evolutionary Computation for Large-scale Multi-objective Optimization: A Decade of Progresses 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 2, 页码: 155-169
作者:  Wen-Jing Hong;  Peng Yang;  Ke Tang
Adobe PDF(946Kb)  |  收藏  |  浏览/下载：163/45  |  提交时间：2021/04/22
Large-scale multi-objective optimization  high-dimensional search space  evolutionary computation  evolutionary algorithms  scalability  
A Novel Self-adaptive Circuit Design Technique Based on Evolvable Hardware 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 744-751
作者:  Jun-Bin Zhang;  Jin-Yan Cai;  Ya-Feng Meng;  Tian-Zhen Meng
浏览  |  Adobe PDF(5663Kb)  |  收藏  |  浏览/下载：137/45  |  提交时间：2021/02/22
Circuit design  self-adaptive design  redundant fault tolerance technique  evolvable hardware (EHW)  evolutionary algorithms (EA).  
An evolutionary tabu search for cell image segmentation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2002, 卷号: 32, 期号: 5, 页码: 675-678
作者:  Jiang, TZ;  Yang, FG
收藏  |  浏览/下载：174/0  |  提交时间：2015/11/08
Cell Image Segmentation  Evolutionary Tabu Search (Ets)  Genetic Algorithms (Gas)  Tabu Search (Ts)