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首页> 外文期刊>IEEE Transactions on Magnetics >An Improved Ant Colony Optimization Algorithm and Its Application to Electromagnetic Devices Designs
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An Improved Ant Colony Optimization Algorithm and Its Application to Electromagnetic Devices Designs

机译:改进的蚁群优化算法及其在电磁器件设计中的应用

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摘要

Based on the success in the design of a new global search procedure on the development of a novel trail updating mechanism and the introduction of an elitist strategy to available ant colony optimization (ACO) methods, an improved ACO algorithm is proposed. In order to facilitate the implementation of the search procedure, the available local search phase is simplified also. The algorithm is tested on a mathematical function and an inverse problem, and its performances are compared with those of other well designed methods.
机译:在成功设计新型线索更新机制的全球搜索新程序以及将精英策略引入可用蚁群优化(ACO)方法的基础上,提出了一种改进的ACO算法。为了促进搜索过程的实施,可用的本地搜索阶段也被简化。该算法在数学函数和逆问题上进行了测试,并将其性能与其他精心设计的方法进行了比较。

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