FULL PARALLEL MULTI SWARM PSO

被引:0
作者
Ettouil, Monia [1 ]
Jemai, Abderrazak [1 ,2 ]
机构
[1] Tunisia Polytech Sch, SERCOM Lab, Tunis, Tunisia
[2] Carthage Univ, INSAT, Tunis 1080, Tunisia
来源
36TH ANNUAL EUROPEAN SIMULATION AND MODELLING CONFERENCE, ESM 2022 | 2022年
关键词
Particle swarm optimization; multi swarm; parallel PSO; synchronous PSO; asynchronous PSO; OPTIMIZATION; ALGORITHM; IMPLEMENTATION; SYSTEM;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The Meta-heuristic method known as Particle Swarm Optimization (PSO) is applied to almost every area in optimization, computational, intelligence, design and scheduling applications. PSO has several software variants developed in literature such as the synchronous serial PSO, the asynchronous serial PSO, the hybrid PSO with another metaheuristic algorithm, etc..In this paper we propose a full parallel multi swarm PSO, where each swarm runs on a different machine. Thirteen test-benches are used for the simulation.
引用
收藏
页码:111 / 116
页数:6
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