计算机工程与应用 ›› 2016, Vol. 52 ›› Issue (6): 1-7.

• 理论与研发 • 上一篇    下一篇

对GM灰色模型及理论的分析

顾乐民   

  1. 同济大学 材料科学与工程学院,上海 200092
  • 出版日期:2016-03-15 发布日期:2016-03-17

Analysis of GM grey model and theory

GU Lemin   

  1. College of Materials Science and Engineering, Tongji University, Shanghai 200092, China
  • Online:2016-03-15 Published:2016-03-17

摘要: 繁复的GM灰色模型与理论,可以转化为简单的模型与理论;传统的建模与理论,也可上升为与GM类似的模型与理论;这使得二者具有类同性与可比性。将后者作为前者的参照系,对GM灰色模型及理论展开了比较、讨论与分析,并指出:GM建模过程的数据累加,是简单问题的复杂化;GM模型的选择,是复杂问题的简单化;理论中关于微分方程之说,生搬硬套,不适宜;方法中最佳逼近准则被弱化,致使探讨无止境;而灰色的实质,是多彩被搅合,数据被绑架;个别成功典例,只是概率学上的命中,没有普遍的指导意义。提供了推导,指出了要点,并给出了多个实例。

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关键词: GM灰色模型, 传统建模, 指数模型, 最小二乘法

Abstract: Complex GM gray model and theory can be transformed into a simple model and theory. Traditional model and theory can also rise as similar to the GM gray model and theory. It makes the two have the same property and comparability. The latter as the former frame, GM gray model and the theory are discussed and analyzed. This paper points out: GM modeling process of data accumulation, is the simple issue complication; the GM model choice, is the complex problem simplification; on the theory of differential equations, it is applied mechanically, completely unsuitable; the optimal approximation criterion is weakened, which makes the study of no limits; and the essence of Gray is that the multi-colors models are mixed, data are kidnapped; individual success cases, only on the probability of hitting, there is no universal guiding significance. It also provides the derivation, points out the main points, carries on the proof, and gives some examples.

Key words: GM gray model, traditional modeling, exponential model, least square method