Title :
Use of fuzzy preference matrix for multi-objective fuzzy optimization decision-making model
Author :
Guo, Yu ; Chen, Wenlong ; Chen, Shouyu
Author_Institution :
Pearl River Hydraulic Res. Inst., Guangzhou
Abstract :
When sorting schemas existing ranking algorithms of fuzzy relation matrix always obey some stated optimal rules and hard to check validity of fuzzy relation. Therefore, preference relation matrix is constructed under two stages: first three scales method is applied to form fuzzy ranking consistency matrix; then according to this matrix and the fuzzy relation matrix can be obtained by complementary multi-scale mood operator; finally relative membership degree of schemas on superiority and weights of evaluating objects can be got by least square method on error, and superior ranking of schemas is obtained by employing fuzzy optimization model.
Keywords :
fuzzy set theory; least mean squares methods; matrix algebra; optimisation; decision-making model; fuzzy preference matrix; fuzzy ranking consistency matrix; fuzzy relation matrix; least square method; multiobjective fuzzy optimization; relative membership degree; Automation; Decision making; Fuzzy control; Intelligent control; Least squares methods; Mood; Optimization methods; Rivers; Sorting; Water resources; Fuzzy preference matrix; fuzzy optimization; multiobjective decision-making; weight;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4594577