A Modified PSO Algorithm Based on Cache Replacement Algorithm

Recently, the research of the PSO algorithm has gained more attention. The performance of the PSO algorithm can be improved by using hybrid techniques. In this paper, to solve the problem of slow convergence and optimize the PSO algorithm performance, we propose a new algorithm - Cache Replacement S...

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Bibliographic Details
Published in2014 Tenth International Conference on Computational Intelligence and Security pp. 558 - 562
Main Authors Mingyue Feng, Hua Pan
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.11.2014
Subjects
Algorithm design and analysis
cache replacement algorithm
Computers
Convergence
hybrid algorithm
Memory management
Particle swarm optimization
slow convergence
Vectors
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DOI10.1109/CIS.2014.177

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Summary:Recently, the research of the PSO algorithm has gained more attention. The performance of the PSO algorithm can be improved by using hybrid techniques. In this paper, to solve the problem of slow convergence and optimize the PSO algorithm performance, we propose a new algorithm - Cache Replacement Search PSO (CRS-PSO), which integrates basic PSO and the idea of cache design in the computer realm. The experimental results show that the proposed CRS-PSO can effectively solve the slow convergence problem and give a better performance than PSO alone.
DOI:10.1109/CIS.2014.177