DocumentCode
2668978
Title
Particle swarm optimization for the multi level capacitated minimum spanning tree
Author
Papagianni, C. ; Pappas, C. ; Lefkaditis, N. ; Venieris, I.S.
Author_Institution
Sch. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Athens, Greece
fYear
2009
fDate
12-14 Oct. 2009
Firstpage
765
Lastpage
770
Abstract
In the presented study Particle Swarm Optimization will be applied on an instance of the Multi Level Capacitated Minimum Spanning Tree Problem. Specifically a diversity preservation global variant of the PSO meta-heuristic will be presented. The particular PSO variant includes Gaussian mutation to avoid premature convergence and alternative selection of the flight guide per particle. Obtained results are compared with corresponding evolutionary approaches. Potential tree solutions are encoded/decoded using Network Random Keys. A real world network design case is introduced.
Keywords
particle swarm optimisation; trees (mathematics); multilevel capacitated minimum spanning tree; network random keys; particle swarm optimization; Particle swarm optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Information Technology, 2009. IMCSIT '09. International Multiconference on
Conference_Location
Mragowo
Print_ISBN
978-1-4244-5314-6
Type
conf
DOI
10.1109/IMCSIT.2009.5352755
Filename
5352755
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