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.
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