Details for NCL-TR-2006004
PropertyValue
NameNCL-TR-2006004
Description
Introducing Recombination with Dynamic Linkage Discovery to Particle Swarm Optimization
Jian, Ming-chung & Chen, Ying-ping
Abstract: In this paper, we introduce the recombination operator with the technique of dynamic linkage discovery to particle swarm optimization (PSO) in order to improve the performance of PSO. Dynamic linkage discovery is a costless, effective linkage recognition technique adapting the linkage configuration by utilizing the natural selection without incorporating extra judging criteria irrelevant to the objective function. Furthermore, we employ a specific recombination operator to work with the building blocks identified by dynamic linkage discovery. Numerical experiments are conducted on a set of carefully designed benchmark functions and demonstrate good performance achieved by the proposed methodology.
FilenameNCL-TR-2006004.pdf
Filesize221.39 kB
Filetypepdf (Mime Type: application/pdf)
Creatorypchen
Created On: 01/31/2006 00:00
ViewersEverybody
Maintained byPublisher
Hits3709 Hits
Last updated on 12/09/2010 14:54
Homepage