Distance measuring and sorting method of general grey number based on kernel and grey degree

Shi-quan Jiang, Sifeng Liu, Zhigeng Fang, Zhongxia Liu
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引用次数: 1

Abstract

Firstly, aiming at the characteristics of accuracy and complexity of uncertain information representation. the interval grey number extended the general grey number. Then, the concept of extended general grey number is put forward based on grey number theory, which is used to represent complex uncertain information. Secondly, according to the essence of the kernel and degree of greyness of general grey number, the basic method of reducing general grey number to interval grey number is given. Thirdly, the measurement method of general grey number distance is given based on the essential characteristics of kernel and grey degree and Euclidean metric. Finally, from perspective of expectation and variance, the concept of kernel expectation and kernel variance of general grey number is put forward, and the ranking method of general grey number is given.
基于核和灰度的一般灰数距离测量与排序方法
首先,针对不确定信息表示的准确性和复杂性特点。区间灰数是一般灰数的扩展。然后,在灰数理论的基础上,提出了扩展广义灰数的概念,用于表示复杂的不确定信息。其次,根据核的本质和一般灰数的灰度度,给出了一般灰数约化为区间灰数的基本方法;然后,根据核和灰度的本质特征,结合欧几里得度量,给出了广义灰数距离的度量方法。最后,从期望和方差的角度,提出了一般灰数的核期望和核方差的概念,并给出了一般灰数的排序方法。
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