2009Computer Knowledge and TechnologyRequires access

Research on Ant Colony Algorithm and its Applications

Zhang Zu-qiong

Open publisher page 5 citations

Abstract

The ant colony algorithm is a novel category of bionic meta-heuristic system, and parallel computation and positive feedback mechanism are adopted in this algorithm. This algorithm is easy to combine with other methods in optimization, and has wide application in various fi elds. Based on the introduction of the mathematical model of basic ant colony algorithm, introduce the research of the ant colony algorithm, and list some applications of the ant colony algorithm. Finally, the analyses and prospects of research on the ant colony algorithm are proposed.

About this research paper

What this paper is about

The ant colony algorithm is a novel category of bionic meta-heuristic system, and parallel computation and positive feedback mechanism are adopted in this algorithm. This algorithm is easy to combine with other methods in optimization, and has wide application in various fi elds. Based on the introduction of the mathematical model of basic ant colony algorithm, introduce the research of the ant colony algorithm, and list some applications of the ant colony algorithm. Finally, the analyses and prospects of research on the ant colony algorithm are proposed.

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OpenAlex reports 5 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

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Method / approach

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Available abstract

The ant colony algorithm is a novel category of bionic meta-heuristic system, and parallel computation and positive feedback mechanism are adopted in this algorithm. This algorithm is easy to combine with other methods in optimization, and has wide application in various fi elds. Based on the introduction of the mathematical model of basic ant colony algorithm, introduce the research of the ant colony algorithm, and list some applications of the ant colony algorithm. Finally, the analyses and prospects of research on the ant colony algorithm are proposed.

Key concepts: Ant colony optimization algorithms, Computer science, Artificial bee colony algorithm, Parallel metaheuristic, Ant colony, Algorithm, Computation, Heuristic

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