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
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