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Modeling multi-criteria objective functions using fuzzy measures.

Authors :
Yager, Ronald R.
Source :
Information Fusion. May2016, Vol. 29, p105-111. 7p.
Publication Year :
2016

Abstract

We introduce the idea of a measure. We describe several important finite integrals useful for obtaining an average value of a collection of argument values weighted by a measure. We particularly look at the case of binary measures and show that all integrals in this case evaluate to the same value. We describe the use of measures in multi-criteria decision making as a way of expressing a decision maker’s objective function in terms of collection of relevant criteria. We look at the role of an integral as a way to evaluate an alternative’s overall satisfaction to their objective function in terms of its satisfaction to the individual criteria. We look at a number of special types of measure based decision objective functions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15662535
Volume :
29
Database :
Academic Search Index
Journal :
Information Fusion
Publication Type :
Academic Journal
Accession number :
111344606
Full Text :
https://doi.org/10.1016/j.inffus.2015.07.007