Ordering fuzzy sets over the real line: An approach based on decision making under uncertainty |
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Authors: | Jean J. Saade and Harry Schwarzlander |
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Affiliation: | Dept. of Electrical and Computer Engineering, Syracuse University, Syracuse, NY, USA |
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Abstract: | The ordering of fuzzy sets over the real line is approached from the point of view of ordering intervals rather than ordering numbers. First, the maximax and maximin criteria which are commonly used for ordering intervals are expressed in terms of characteristic functions. These criteria and the Hurwicz criterion for decision making under complete ignorance are then reformulated in a manner that allows for their generalization to the fuzzy case. Transitivity is established for these ordering rules. A criterion based on the principle of diminishing marginal utility is also presented. |
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Keywords: | Fuzzy sets decision criteria preference criteria ordering comparison transitivity decision making uncertainty utility |
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