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On Z-valuations using Zadeh's Z-numbers

✍ Scribed by Ronald R. Yager


Publisher
John Wiley and Sons
Year
2012
Tongue
English
Weight
166 KB
Volume
27
Category
Article
ISSN
0884-8173

No coin nor oath required. For personal study only.

✦ Synopsis


We first recall the concept of Z-numbers introduced by Zadeh. These objects consist of an ordered pair (A, B) of fuzzy numbers. We then use these Z-numbers to provide information about an uncertain variable V in the form of a Z-valuation, which expresses the knowledge that the probability that V is A is equal to B. We show that these Z-valuations essentially induce a possibility distribution over probability distributions associated with V . We provide a simple illustration of a Z-valuation. We show how we can use this representation to make decisions and answer questions. We show how to manipulate and combine multiple Z-valuations. We show the relationship between Z-numbers and linguistic summaries. Finally, we provide for a representation of Z-valuations in terms of Dempster-Shafer belief structures, which makes use of type-2 fuzzy sets.


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