Study on improved ant colony algorithm of swarm intelligence algorithm

This article first introduces the basic principle and model of ant colony algorithm which is a kind of swarm intelligence algorithm, then analyzes the defect in large-scale optimization problems of basic ant colony algorithm, and concludes with an improved algorithm to improve execution efficiency a...

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Bibliographic Details
Main Authors: Cheng Li, Miao Xianglin, Wang Changying, Hu Zhengping, Wang Dezhong
Format: Conference Proceeding
Language:English
Subjects:
Algorithm design and analysis
ant colony algorithm
Computational modeling
Computers
Robustness
routing strategy
TSP problem
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Summary:This article first introduces the basic principle and model of ant colony algorithm which is a kind of swarm intelligence algorithm, then analyzes the defect in large-scale optimization problems of basic ant colony algorithm, and concludes with an improved algorithm to improve execution efficiency and solution quality in solving large-scale problems.
ISSN:2154-7491
2154-7505
DOI:10.1109/ICACTE.2010.5579349