Comprehensive Learning Particle Swarm Optimization Algorithm With Local Search for Multimodal Functions

Yulian Cao; Han Zhang; Wenfeng Li; Mengchu Zhou; Yu Zhang; Wanpracha Art Chaovalitwongse

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Comprehensive Learning Particle Swarm Optimization Algorithm With Local Search for Multimodal Functions

机译：局部搜索多峰函数的综合学习粒子群算法

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A comprehensive learning particle swarm optimizer (CLPSO) embedded with local search (LS) is proposed to pursue higher optimization performance by taking the advantages of CLPSO's strong global search capability and LS's fast convergence ability. This pap

机译：为了充分发挥CLPSO强大的全局搜索能力和LS的快速收敛能力，提出了一种嵌入局部搜索（LS）的综合学习粒子群优化器（CLPSO），以追求更高的优化性能。这个爸爸

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来源
《IEEE transactions on evolutionary computation》 |2019年第4期|718-731|共14页
作者
Yulian Cao; Han Zhang; Wenfeng Li; Mengchu Zhou; Yu Zhang; Wanpracha Art Chaovalitwongse;
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作者单位

School of Logistics Engineering Wuhan University of Technology Wuhan China;

Institute of Nuclear and Energy Technology Karlsruhe Institute of Technology Eggenstein-Leopoldshafen Germany;

School of Logistics Engineering Wuhan University of Technology;

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正文语种 eng
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关键词
Convergence; Optimization; Particle swarm optimization; Sociology; Statistics; Indexes; Standards;

机译：收敛;优化;粒子群优化;社会学;统计;索引;标准品;

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1. Comprehensive learning particle swarm optimizer for global optimization of multimodal functions [J] . Liang J.J., Qin A.K., Suganthan P.N., IEEE transactions on evolutionary computation . 2006,第3期

机译：用于多峰函数全局优化的综合学习粒子群优化器
2. Comprehensive learning gravitational search algorithm for global optimization of multimodal functions [J] . Neural computing & applications . 2020,第11期

机译：全面学习重力搜索算法，实现多模函数的全局优化
3. Electric vehicle charging and discharging scheduling strategy based on local search and competitive learning particle swarm optimization algorithm [J] . Yin Wan-Jun, Ming Zheng-Feng Journal of Energy Storage . 2021,第Octa期

机译：基于本地搜索和竞争学习粒子群优化算法的电动车辆充电和放电调度策略
4. A Hybrid of Particle Swarm Optimization and Local Search for Multimodal Functions [C] . Jin Qin, Yixin Yin, Xiaojuan Ban . 2010

机译：粒子群算法与多模式函数局部搜索的混合
5. Optimization of energy efficient housing for the lower income demographic utilizing a generalized pattern search particle swarm optimization algorithm [D] . Cooper, Nathaniel S. 2011

机译：利用广义模式搜索粒子群算法对低收入人群的节能住宅进行优化
6. A Novel Crow Swarm Optimization Algorithm (CSO) Coupling Particle Swarm Optimization (PSO) and Crow Search Algorithm (CSA) [O] . Ying-Hui Jia, Jun Qiu, Zhuang-Zhuang Ma, 2021

机译：一种新型乌克群优化算法（CSO）耦合粒子群优化（PSO）和乌鸦搜索算法（CSA）
7. Multimodal Function Optimizing by a New Hybrid Nonlinear Simplex Search and Particle Swarm Algorithm [O] . Fang Wang, Yuhui Qiu 2005

机译：通过新的混合非线性单纯x搜索和粒子群算法优化多模态功能

Comprehensive Learning Particle Swarm Optimization Algorithm With Local Search for Multimodal Functions

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