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

页码：111 / 116

页数：6

共 26 条

[1] An improved PSO algorithm with genetic and neighborhood-based diversity operators for the job shop scheduling problem [J].

Abdel-Kader, Rehab F. .

APPLIED ARTIFICIAL INTELLIGENCE, 2018, 32 (05) :433-462

[2] A New PSO-based Algorithm for Two-Dimensional Non-Guillotine Non-Oriented Cutting Stock Problem [J].

Ayadi, Omar ;

Masmoudi, Malek ;

Ben Ameur, Mariem ;

Masmoudi, Faouzi .

APPLIED ARTIFICIAL INTELLIGENCE, 2017, 31 (04) :376-393

[3]

Bai Q, 2010, COMPUTER INFORM SCI, V3, P180, DOI DOI 10.5539/CIS.V3N1P180

[4]

Behnke Dennis., 2012, OPUSUNIBWHAMBURGDE, P1

[5]

Bo Yang, 2007, 2007 IEEE International Conference on Control and Automation, ICCA 2007, P481, DOI 10.1109/ICCA.2007.4376403

[6]

Brandimarte P., 1993, Annals of Operations Research, V41, P157, DOI 10.1007/BF02023073

[7]

Cohanim B., 2005, P 46 AIAAASMEASCEAHS, DOI [10.2514/6.2005-1897, 10.2514/6.2005- 1897]

[8]

Eberhart R., 1995, MHS 95, P39, DOI [DOI 10.1109/MHS.1995.494215, 10.1109/MHS.1995.494215]

[9]

Ettouil M, 2018, INT C MICROELECTRON, P32, DOI 10.1109/ICM.2018.8704047

[10]

Ettouil M, 2018, 2018 INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, EMBEDDED SYSTEMS AND COMMUNICATIONS (IINTEC), P153, DOI 10.1109/IINTEC.2018.8695297

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