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Automatic Design Method of Dynamic Systems Based on Hungarian Algorithm and Genetic Programming

机译:基于匈牙利算法和遗传规划的动力系统自动设计方法

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This paper summarizes the present research status of automated design method for dynamic systems, investigates efficient method of fitness definition for automated design method of dynamic systems based on bond graphs and genetic programming. The automated design method based on Hungarian algorithm and genetic programming (HAGP) is proposed, and the statistic results of domain independent – an eigenvalues –placement design problem, which is tested for some sample target sets of eigenvalues, strongly shows the search capability of HAGP is good enough to make feasible automated design and obtain high-quality, well evolutionary solutions with less computational efforts, rapid speed in convergence compared to other state-of art algorithms.
机译:本文总结了动力系统自动化设计方法的研究现状,探讨了基于键图和遗传规划的动力系统自动化设计方法适应性定义的有效方法。提出了一种基于匈牙利算法和遗传规划(HAGP)的自动化设计方法,并通过对某些特征值样本目标集进行了测试的与领域无关的统计值-特征值-位置设计问题的统计结果,有力地证明了HAGP的搜索能力与其他现有算法相比,它足以进行可行的自动化设计并获得计算量少,收敛速度快的高质量,良好演化的解决方案。

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