灰色结构建模的MATLAB实现算法

D. Yamaguchi, GuoDong Li, K. Mizutani, T. Akabane, M. Nagai, M. Kitaoka
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引用次数: 13

摘要

灰色结构建模是继ISM和FSM之后的一种新的系统建模方法。GSM有两个过程:估计给定元素的层次结构,估计给定元素之间的路径。前一个过程是由复杂方程构造的。本文开发了一种GSM程序的实现算法。我们应该解决的主要问题是如何将给定的元素分组为几个类并确定它们的层次结构。我们可以对由定域灰色关联度得到的误差矩阵进行分组分析,也可以根据定域灰色关联度确定误差矩阵的层次。我们使用了基于拓扑的灰色关联分析。这些程序用伪语言和几个图形表示,并通过MATLAB实现。文中给出了几个应用实例
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Realization Algorithm of Grey Structural Modeling with MATLAB
Grey structural modeling (GSM in short) is a new approach of system modeling methods succeeding to ISM and FSM. GSM has two procedures: estimating a hierarchy of given elements, estimating paths among given elements. The former procedure is constructed from complex equations. In this paper we developed one realization algorithm of the GSM procedure. The main problem we should solve is how to group given elements into several classes and to decide their hierarchy. We are possible to group analyzing an error matrix which is obtained from the localized grey relational grade, and we are also possible to decide their hierarchy according to the localized grey relational grade. We used the topological-based grey relational analysis. These procedures are shown as a pseudo language with several figures, and are realized by MATLAB. Several examples applied with the developed program are shown in this paper
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