DocumentCode :
2992628
Title :
Decision-making method based on an improved similarity measure between vague sets
Author :
Jiang, Weijiang ; Ye, Jun
Author_Institution :
Dept. of Mech. & Electr. Eng., Shaoxing Univ., Shaoxing, China
fYear :
2009
fDate :
26-29 Nov. 2009
Firstpage :
2086
Lastpage :
2090
Abstract :
Aimed at a generalization of the concept of fuzzy sets-vague sets that involve three dimension meaning (certainty, negation, and uncertainty) in a vague set, an improved mean similarity measure between vague sets and its decision-making method are presented when the influence of uncertain degree (hesitancy degree) on certain degree and negative degree were considered in similarity measures between vague sets. The improved similarity measure between vague sets illustrates by comparison with previous mean similarity measures that it had stronger discrimination. While the decision-making problem of engineering alternatives is being made, the similarity measure between vague sets is the measure for evaluating whether an engineering alternative is close to the expected scheme (ideal scheme) or not. The bigger the value of similarity measure is, the better the close degree between the engineering alternative and the expected scheme is. It has been expounded through an example that the application of the similarity measure analysis between vague sets to the decision-making of engineering alternatives is feasible. The presented decision-making method will give decision makers the theoretical warranty in the selection of the optimal alternative.
Keywords :
decision making; fuzzy set theory; decision-making method; fuzzy sets; mean similarity measure; similarity measure analysis; theoretical warranty; vague sets; Decision making; Design engineering; Electric variables measurement; Fuzzy set theory; Fuzzy sets; Humans; Mechanical variables measurement; Pattern recognition; Uncertainty; Warranties; Decision-making; Engineering alternative; Similarity measure; Vague set;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer-Aided Industrial Design & Conceptual Design, 2009. CAID & CD 2009. IEEE 10th International Conference on
Conference_Location :
Wenzhou
Print_ISBN :
978-1-4244-5266-8
Electronic_ISBN :
978-1-4244-5268-2
Type :
conf
DOI :
10.1109/CAIDCD.2009.5374873
Filename :
5374873
Link To Document :
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