DocumentCode
3313875
Title
A Precise Chaotic Particle Swarm Optimization Algorithm based on Improved Tent Map
Author
He, Yaoyao ; Zhou, Jianzhong ; Li, Chaoshun ; Yang, Junjie ; Li, Qingqing
Author_Institution
Sch. of Hydropower & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan
Volume
7
fYear
2008
fDate
18-20 Oct. 2008
Firstpage
569
Lastpage
573
Abstract
The target of this paper is to enhance the precision of existent chaotic particle swarm optimization algorithm in the nonlinear optimizations problems. For this aim, a one-dimensional chaotic search pattern using improved tent map is introduced. This new pattern can also be combined with particle swarm optimization algorithm. The novel hybrid algorithm is validated for several test functions and the experimental results demonstrate its efficiency and precision to obtain global optimal solution.
Keywords
chaos; nonlinear programming; particle swarm optimisation; search problems; 1D chaotic search pattern; chaotic particle swarm optimization algorithm; nonlinear optimizations problems; tent map; Application software; Chaos; Helium; Hydroelectric power generation; Logistics; Mathematics; Particle swarm optimization; Physics computing; Stochastic processes; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location
Jinan
Print_ISBN
978-0-7695-3304-9
Type
conf
DOI
10.1109/ICNC.2008.588
Filename
4668041
Link To Document