Title :
A meta-synthesis of evaluating complex systems based on fuzzy set and rough set
Author :
Xu, Wei-Xiang ; Liu, Xu-min
Author_Institution :
Sch. of Traffic & Transp., Beijing Jiaotong Univ., China
Abstract :
The world is becoming more and more complex. In order to evaluate complex systems, we develop a new evaluating method, which is the meta-synthesis of improved Delphi approach, analytic hierarchy process, gray interconnect degree and fuzzy comprehensive evaluation. According to the theory of fuzzy set and methodology from qualitative to quantitative, we propose the steps of the methods and discuss the concordance of evaluation, redundant verify etc. Using the method, the accuracy of evaluating method was estimated, and a practical example for accuracy of the method was given. It is shown in our research that the method can be used to evaluate complex system projects.
Keywords :
fuzzy set theory; information theory; large-scale systems; rough set theory; analytic hierarchy process; complex system project evaluation; fuzzy comprehensive evaluation; fuzzy set theory; gray interconnect degree; information theory; metasynthesis; rough set theory; Appraisal; Cost benefit analysis; Data analysis; Data envelopment analysis; Electronic mail; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Information analysis; Transportation;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382100