OPTIMIZATION BASED ON COLLECTIVE INTELLIGENCE OF A SWARM OF PARTICLES WITH CONTROL OF THEIR SPEED CHANGE

A particle swarm optimization method has been considered. A modification of PSO-method with velocity control has been developed. The experiments on finding global optimum for multidimensional function on the basis of suggested modification has been carried out.

Publication Details

Journal
The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Published
2024-10-02
Primary Topic
Diverse Scientific and Economic Studies
Type
article
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article

OPTIMIZATION BASED ON COLLECTIVE INTELLIGENCE OF A SWARM OF PARTICLES WITH CONTROL OF THEIR SPEED CHANGE

The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Diverse Scientific and Economic Studies
article

OPTIMIZATION BASED ON COLLECTIVE INTELLIGENCE OF A SWARM OF PARTICLES WITH CONTROL OF THEIR SPEED CHANGE

article en

Abstract

A particle swarm optimization method has been considered. A modification of PSO-method with velocity control has been developed. The experiments on finding global optimum for multidimensional function on the basis of suggested modification has been carried out.

The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy
Reduced inequalities
Openalex Percentile: Top 30%
Diverse Scientific and Economic Studies
Open Access PDFOpenAlex
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OPTIMIZATION BASED ON COLLECTIVE INTELLIGENCE OF A SWARM OF PARTICLES WITH CONTROL OF THEIR SPEED CHANGE · The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy (2024) | TGRS Research Map | TGRS