DocumentCode
532898
Title
An improved entropy-based ant colony optimization algorithm
Author
Guo, Shaosheng ; Meng, Youxin
Author_Institution
Coll. of Inf. Sci. & Tech., Qingdao Univ. of Sci. & Technol., Qingdao, China
Volume
15
fYear
2010
fDate
22-24 Oct. 2010
Abstract
In this paper we introduce entropy of information into ant colony algorithm. Through computing the value of entropy of information quantifying the distribution of ant choice path, we dynamicly adjust the path choice strategy and solve the problem of stagnation or early maturity from strategy choice in traditional ant colony optimized algorithm.
Keywords
entropy; optimisation; entropy-based ant colony optimization algorithm; information entropy; ant colony algorithm; convergence; early maturity; entropy of information; stagnation;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location
Taiyuan
Print_ISBN
978-1-4244-7235-2
Electronic_ISBN
978-1-4244-7237-6
Type
conf
DOI
10.1109/ICCASM.2010.5622506
Filename
5622506
Link To Document