DocumentCode
542050
Title
An Improved Quantum-Behaved Particle Swarm Optimization with Binary Encoding
Author
Lin, Huang ; Maolong, Xi ; Jun, Sun
Author_Institution
Wuxi Inst. of Technol., Wuxi, China
Volume
1
fYear
2010
fDate
13-14 Oct. 2010
Firstpage
243
Lastpage
249
Abstract
Based on the discussing of Quantum-Behaved Particle Swarm Optimization with Binary Encoding (BQPSO) , changed parameter is introduced into algorithm to make the progress of evolution more reasonable ,and multi-point crossover operator is used in computing the coordinate of the local attractor to increasing the diversity of populations and improve the global searching ability ,a modified BQPSO algorithm is proposed. The new algorithm shows better performance than BPSO and BQPSO algorithms in solving test functions.
Keywords
encoding; particle swarm optimisation; BPSO algorithm; BQPSO algorithm; binary encoding; global searching ability; multipoint crossover operator; quantum behaved particle swarm optimization; Encoding; Equations; Hamming distance; Optimization; Particle swarm optimization; Quantum mechanics; Sun; Binary encoding; QPSO; changed parameter; multi-point crossover;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent System Design and Engineering Application (ISDEA), 2010 International Conference on
Conference_Location
Changsha
Print_ISBN
978-1-4244-8333-4
Type
conf
DOI
10.1109/ISDEA.2010.432
Filename
5743171
Link To Document