On the new model system and framework of grey system theory

Sifeng Liu, Liangyan Tao, Nai-ming Xie, Yingjie Yang
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引用次数: 49

Abstract

The basic framework of grey system theory initiated by Professor Julong Deng, the founder of grey system theory, is introduced here. The most often used new thinking, methods, and models of grey system theory are presented in this paper, such as algorithm rules of grey numbers based on the “Kernel” and the degree of greyness of grey numbers, the concept of the general grey number, the synthesis axiom of degree of greyness of grey numbers and their operations; the most used weakening buffer operator which has good properties for the general form of buffer operator of grey sequence operator; the four basic models of GM(1,1), such as Even Grey Model (EGM), Original Difference Grey Model (ODGM), Even Difference Grey Model (EDGM), Discrete Grey Model (DGM), the suitable sequence type of each basic model, and the suitable range of the most often used grey forecasting model; the absolute degree of grey incidence, the relative degree of grey incidence, the synthetic degree of grey incidence, the similarity degree of grey incidence, the closeness degree of grey incidence and the three dimensions absolute degree of grey incidence in grey incidence analysis models; the grey cluster model based on mixed center-point and end-point mixed triangular whitenization weight functions; the multi-attribute intelligent grey target decision model, the two stages decision model with grey synthetic measure of grey decision model; grey game model, grey input-output model of grey combined models; and the problems of robust stability for grey stochastic time-delay systems of neutral type, distributed-delay type and neutral distributed-delay type of grey control, etc. The reader could know the general picture of research and the developing trends of grey system theory from this paper, and a new model system and framework of grey system theory will have been presented at last.
灰色系统理论的新模型体系和框架
本文介绍了灰色系统理论创始人邓巨龙教授提出的灰色系统理论的基本框架。本文介绍了灰色系统理论中最常用的新思想、新方法和新模型,如基于“核”的灰色数算法规则和灰色数的灰度度、一般灰色数的概念、灰色数的灰度度综合公理及其运算;作为灰序列算子的一般缓冲算子形式,最常用的弱化缓冲算子具有较好的性能;均匀灰色模型(EGM)、原始差分灰色模型(ODGM)、均匀差分灰色模型(EDGM)、离散灰色模型(DGM) 4种GM(1,1)基本模型,各基本模型的适宜序列类型,以及最常用的灰色预测模型的适宜范围;灰色关联度分析模型中的灰色关联度绝对、灰色关联度相对、灰色关联度综合、灰色关联度相似、灰色关联度相近、灰色关联度三维绝对;基于中心点和端点混合三角形白化权函数的灰色聚类模型提出了多属性智能灰色目标决策模型,采用灰色综合测度的两阶段决策模型;灰色博弈模型、灰色投入产出模型、灰色组合模型;研究了中性型、分布时滞型、中性分布时滞型灰色随机时滞系统的鲁棒稳定性问题。通过本文,读者可以了解到灰色系统理论的研究概况和发展趋势,最后将提出一个新的灰色系统理论模型体系和框架。
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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