DocumentCode
1896075
Title
Parameter Establishment in Extension of Ant Colony Optimization Based on Uniform Design
Author
Li Shi-yong ; Bai Ji-yun
Author_Institution
Dept. of Control Sci. & Eng., Harbin Inst. of Technol., Harbin, China
fYear
2010
fDate
25-26 Dec. 2010
Firstpage
1
Lastpage
4
Abstract
Algorithm parameters´ influence on performance of ACOR (extension of ant colony optimization) is analyzed in this paper. Parameter establishment in ACOR is a multi-factor and multi-level optimization problem. And uniform design is introduced for solutions of high quantity to this problem through fewer experiments. This method is proved to be feasible and valid by simulation analysis in this paper.
Keywords
optimisation; ACOR; ant colony optimization; multifactor optimization problem; multilevel optimization problem; parameter establishment; simulation analysis; uniform design; Algorithm design and analysis; Analytical models; Ant colony optimization; Convergence; Kernel; Optimization; Probability density function;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Engineering and Computer Science (ICIECS), 2010 2nd International Conference on
Conference_Location
Wuhan
ISSN
2156-7379
Print_ISBN
978-1-4244-7939-9
Electronic_ISBN
2156-7379
Type
conf
DOI
10.1109/ICIECS.2010.5678129
Filename
5678129
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