首页> 外文会议>Pacific Rim International Conference on Artificial Intelligence(PRICAI 2006); 20060807-11; Guilin(CN) >Immune Genetic Algorithm and Its Application in Optimal Design of Intelligent AC Contactors
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Immune Genetic Algorithm and Its Application in Optimal Design of Intelligent AC Contactors

机译:免疫遗传算法及其在智能交流接触器优化设计中的应用

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An application of Immune Genetic Algorithm (IGA) suitable for the optimal design to intelligent AC contactors is presented in this paper. Besides the ability of stochastic global searching of Simple Genetic Algorithm (SGA), t he IGA draws into the mechanisms exist in biological immune system such as immune memory, immune regulation, antibody diversity and others. The simulation results show that IGA overcomes the disadvantages of premature convergence of SGA, and improve the global searching efficiency and capability. This algorithm has been successfully used in the optimal design to the intelligent AC contactors.
机译:提出了一种适用于智能交流接触器优化设计的免疫遗传算法。除了简单遗传算法(SGA)的随机全局搜索功能之外,IGA还利用了生物免疫系统中存在的机制,例如免疫记忆,免疫调节,抗体多样性等。仿真结果表明,IGA克服了SGA过早收敛的弊端,提高了全局搜索效率和能力。该算法已成功用于智能交流接触器的优化设计中。

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