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Chaotically encoded particle swarm optimization algorithm and its applications

Chaos Solitons & FractalsPublished 25 June 2008
Bilal Alataş, Erhan Akın
Citations42
SJR quartileQ1
SJR score1.18
SNIP1.54

TL;DR

Various chaos arithmetic and evaluation measures that can be used in CENPSOA have been described and it is shown that the algorithm has been designed to be effectively utilized in data mining applications.

Abstract

This paper proposes a novel particle swarm optimization (PSO) algorithm, chaotically encoded particle swarm optimization algorithm (CENPSOA), based on the notion of chaos numbers that have been recently proposed for a novel meaning to numbers. In this paper, various chaos arithmetic and evaluation measures that can be used in CENPSOA have been described. Furthermore, CENPSOA has been designed to be effectively utilized in data mining applications.

Keywords

Computer SciencePhysics and Astronomy