首页|期刊导航|IEEE/CAA Journal of Automatica Sinica|A Two-Layer Encoding Learning Swarm Optimizer Based on Frequent Itemsets for Sparse Large-Scale Multi-Objective Optimization

A Two-Layer Encoding Learning Swarm Optimizer Based on Frequent Itemsets for Sparse Large-Scale Multi-Objective Optimization

Sheng Qi Rui Wang Tao Zhang Xu Yang Ruiqing Sun Ling Wang

IEEE/CAA Journal of Automatica Sinica2024，Vol.11Issue(6)：P.1342-1357,16.

IEEE/CAA Journal of Automatica Sinica2024，Vol.11Issue(6)：P.1342-1357,16.DOI:10.1109/JAS.2024.124341

A Two-Layer Encoding Learning Swarm Optimizer Based on Frequent Itemsets for Sparse Large-Scale Multi-Objective Optimization

Sheng Qi ¹Rui Wang ²Tao Zhang ¹Xu Yang ³Ruiqing Sun ³Ling Wang⁴

作者信息

1. College of Systems Engineering,National University of Defense Technology,Changsha 410073,China
2. College of Systems Engineering,National University of Defense Technology,Changsha 410073,China Xiangjiang Laboratory,Changsha 410205,China IEEE
3. College of Computer,National University of Defense Technology,Changsha 410073,China
4. Department of Automation,Tsinghua University,Beijing 100084,China
折叠

摘要

关键词

Evolutionary algorithms/learning swarm optimiza-tion/sparse large-scale optimization/sparse large-scale multi-objec-tive problems/two-layer encoding.

分类

信息技术与安全科学

引用本文复制引用

Sheng Qi,Rui Wang,Tao Zhang,Xu Yang,Ruiqing Sun,Ling Wang..A Two-Layer Encoding Learning Swarm Optimizer Based on Frequent Itemsets for Sparse Large-Scale Multi-Objective Optimization[J].IEEE/CAA Journal of Automatica Sinica,2024,11(6):P.1342-1357,16.

基金项目

supported by the Scientific Research Project of Xiang Jiang Lab(22XJ02003) （22XJ02003）

the University Fundamental Research Fund(23-ZZCX-JDZ-28) （23-ZZCX-JDZ-28）

the National Science Fund for Outstanding Young Scholars(62122093) （62122093）

the National Natural Science Foundation of China(72071205) （72071205）

the Hunan Graduate Research Innovation Project(ZC23112101-10) （ZC23112101-10）

the Hunan Natural Science Foundation Regional Joint Project(2023JJ50490) （2023JJ50490）

the Science and Technology Project for Young and Middle-aged Talents of Hunan(2023TJ-Z03) （2023TJ-Z03）

the Science and Technology Innovation Program of Humnan Province(2023RC1002)。（2023RC1002）

IEEE/CAA Journal of Automatica Sinica

OACSTPCDEI

ISSN：2329-9266

访问量0

下载量0

段落导航