DocumentCode
2485009
Title
The application of uniform design in parameter establishment of particle swarm optimization
Author
Jiang, Shanhe ; Chen, Yusheng ; Jiang, Julang ; Wang, Qishen
Author_Institution
Phys. & Power Eng. Inst., Anqing Normal Coll., Anqing
fYear
2008
fDate
25-27 June 2008
Firstpage
3150
Lastpage
3154
Abstract
Satisfactory results have been acquired in functional optimization by adopting particle swarm optimization. Its significant feature is simpler expression, less parameters and easier operation. However, selection of key parameters has great influence on algorithm effects. The enactment of the parameters of particle swarm optimization has been determined by experience and experiment. This leads to heavy work and makes the optimal combination of the parameters difficult to obtain. Uniform design theory is applied to the problem of algorithm parameters establishment which can be described as an optimization design problem of multi-factor and multi-level and reduces the work load of experiment greatly of simulation. Simulation results show the robust and effective optimization of the algorithm and indicate the method is feasible and effective.
Keywords
parameter estimation; particle swarm optimisation; optimization design problem; parameter establishment; particle swarm optimization; uniform design theory; Algorithm design and analysis; Computer languages; Design automation; Design optimization; Educational institutions; Intelligent control; Particle swarm optimization; Physics; Power engineering; Robust control; Parameter establishment; Particle swarm optimization; Uniform design;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4593425
Filename
4593425
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