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
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;
Conference_Titel :
Information Engineering and Computer Science (ICIECS), 2010 2nd International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-7939-9
Electronic_ISBN :
2156-7379
DOI :
10.1109/ICIECS.2010.5678129
