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A particle swarm optimization based on P systems | IEEE Conference Publication | IEEE Xplore

A particle swarm optimization based on P systems


Abstract:

This paper presents a novel membrane algorithm, called particle swarm optimization based on P systems (PSOPS), which combines P systems and particle swarm optimization. T...Show More

Abstract:

This paper presents a novel membrane algorithm, called particle swarm optimization based on P systems (PSOPS), which combines P systems and particle swarm optimization. The PSOPS uses the representation of individuals, evolutionary rules of particle swarm optimization, and a hierarchical membrane structure and transformation or communication-like rules in P systems to design its algorithm. Experiments conducted on seven bench function optimization problems and time-frequency atom decomposition demonstrate the effectiveness and practicality of the introduced method.
Date of Conference: 10-12 August 2010
Date Added to IEEE Xplore: 23 September 2010
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ISSN Information:

Conference Location: Yantai, China
School of Electrical Engineering, Southwest Jiaotong University, Chengdu, China
School of Electrical Engineering, Southwest Jiaotong University, Chengdu, China
School of Electrical Engineering, Southwest Jiaotong University, Chengdu, China
School of Information Science & Technology, Southwest Jiaotong University, Chengdu, China
Department of Computer Science, Department of Computer Science, University of Pitesti, Pitesti, Romania
Department of Computer Science, University of Pitesti, Pitesti, Romania
Department of Computer Science, University of Pitesti, Pitesti, Romania

School of Electrical Engineering, Southwest Jiaotong University, Chengdu, China
School of Electrical Engineering, Southwest Jiaotong University, Chengdu, China
School of Electrical Engineering, Southwest Jiaotong University, Chengdu, China
School of Information Science & Technology, Southwest Jiaotong University, Chengdu, China
Department of Computer Science, Department of Computer Science, University of Pitesti, Pitesti, Romania
Department of Computer Science, University of Pitesti, Pitesti, Romania
Department of Computer Science, University of Pitesti, Pitesti, Romania

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