TITLE:
Study on Complex System Evaluation Method Based on PCA and Grey Relative Degree
AUTHORS:
Yongchun Li, Baowei Song, Jun Jiang, Guang Pan, Ming Chang
KEYWORDS:
Complex System; Systemic Evaluation; PCA, Grey Relative Degree
JOURNAL NAME:
Intelligent Control and Automation,
Vol.3 No.1,
February
28,
2012
ABSTRACT: The complexity and limited data samples in evaluation of complex system are obstacles for traditional evaluation method. Based on Grey relative degree theory and principal components analysis (PCA) method, a novel systemic evaluation method is put forward in this paper. Firstly, standardization method is modified for evaluation objective, and the method includes expression (2) and (3). Secondly, for few schemes of complex system, grey relative degree, expression (5), is substituted for relation coefficient. At last, validity of the method is verified by evaluating 3 schemes of a type of UUV.