An Educational Tool for the Ant Colony Optimization Algorithm

Jing Li, Wei Liu
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引用次数: 5

Abstract

Researches in the ant colony optimization algorithm has been expanding rapidly both in academia and industry. The correlated courses have been offered at many universities. However, the teaching methods for the algorithm are not sufficient. This paper proposes an experimental tool for the teaching of the ant colony optimization algorithm. The traveling salesman problem is conducted as the application of the tool. In this context, the tool is developed with friendly graphical user interfaces for teaching the algorithms. Graduate students at Nanjing Agricultural University can use this tool to learn the ant colony algorithm. Experiments for the optimal design can be conducted by students through the manipulation of the parameters.
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蚁群优化算法的教学工具
蚁群优化算法的研究在学术界和工业界都得到了迅速的发展。许多大学都开设了相关课程。然而,该算法的教学方法是不够的。提出了一种用于蚁群优化算法教学的实验工具。作为该工具的应用,对旅行商问题进行了研究。在此背景下,该工具开发了友好的图形用户界面,用于教授算法。南京农业大学的研究生可以使用这个工具来学习蚁群算法。学生可以通过对参数的操纵来进行优化设计实验。
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