Community Detection Algorithm Based On Discrete Particle Swarm Optimization

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Date

2024-06-12

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MOHAMED BOUDIAF UNIVERSITY OF M’SILA, FACULTY OF MATHEMATICS AND INFORMATICS, DEPARTMENT OF COMPUTER SCIENCE

Abstract

Many real complex system in real world can be modeled as complex networks , which reveal important characteristics such as community structure. The community structure has many applications in different scientific field. In this work, we tray to illustrate the different applications of community structure . Then, we provide the problem definition of the community structure and we applied bio-inspired algorithm to reveal the community structure. We will teste the algorithm in real-network data-set.

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Keywords

Community Structure, Community Detection, Graph Theory, Optimization, PSO, Discret PSO

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