Apply the Ant Feature of Sensation to Calculate the Minimum Value of Function

Chao-Yang Pang, Qiongjing Yang, Yan Zhang, Ben-Qiong Hu
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Abstract

Calculating the minimum (or maximum) value of functions is an important problem in optimization field. Applying the method of ant colony optimization (ACO) to solve the problem is an interesting research topic currently, and the main disadvantage is that solution is local optimal. To evade this disadvantage in some degree, in this paper, the ant feature of sensation is used. Experiment shows that the method presented in this paper generates high quality of solution.
应用蚂蚁感知特征计算函数的最小值
计算函数的最小值(或最大值)是优化领域的一个重要问题。应用蚁群算法求解该问题是目前研究的热点,其主要缺点是求解是局部最优的。为了在一定程度上避免这一缺点,本文利用了感觉的蚂蚁特征。实验结果表明,该方法能生成高质量的解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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