DocumentCode :
527563
Title :
A particle swarm optimization for steiner tree problem
Author :
Ma, Xuan ; Liu, Qing
Author_Institution :
Fac. of Autom. & Inf. Eng., Xi´´an Univ. of Technol., Xi´´an, China
Volume :
5
fYear :
2010
fDate :
10-12 Aug. 2010
Firstpage :
2561
Lastpage :
2565
Abstract :
This paper presents a particle swarm optimization for solving Steiner tree problem. In the algorithm a tree structure representation is used to encode a particle. To realize the transmission of tree structure information a novel method of particles flying in search space is proposed. We also present the r-neighborhood ring topology of particles to enhance the ability of local and global search of PSO algorithm, and a particle mutation method to keep the diversity of particle population. Exhaustive simulation experiments are carried out on different problems and different network topologies. The results indicate that the proposed algorithm has good searching performance for finding optimal Steiner tree.
Keywords :
particle swarm optimisation; trees (mathematics); PSO; Steiner tree problem; particle mutation method; particle swarm optimization; r-neighborhood ring topology; tree structure representation; Approximation algorithms; Heuristic algorithms; Marine animals; Network topology; Particle swarm optimization; Steiner trees; Topology; Combinatorial Optimization; Particle Swarm Optimization; Steiner Tree Problem; Tree Structure Coding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
Type :
conf
DOI :
10.1109/ICNC.2010.5583217
Filename :
5583217
Link To Document :
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