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A Study of Some Properties of Ant-Q

机译:ant-Q的一些性质研究

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摘要

Ant-Q is an algorithm belonging to the class of ant colony based methods, that is, of combinatorial optimization methods in which a set of simple agents, called ants, cooperate to find good solutions to combinatorial optimization problems. The main focus of this article is on the experimental study of the sensitivity of the Ant-Q algorithm to its parameters and on the investigation of synergistic effects when using more than a single ant. We conclude comparing Ant-Q with its ancestor Ant System, and with other heuristic algorithms.
机译:Ant-Q是属于基于蚁群的类别的算法,即组合优化方法,其中一组简单的代理商,称为蚂蚁,协作寻找合并组合优化问题的良好解决方案。本文的主要关注点是对蚂蚁算法对其参数的敏感性的实验研究以及使用多于单个蚂蚁时协同效应的研究。我们得出与其祖先蚂蚁系统的比较蚂蚁Q,以及其他启发式算法。

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