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Procedia Computer Science
Article . 2017 . Peer-reviewed
License: CC BY NC ND
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Procedia Computer Science
Article
License: CC BY NC ND
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Informativeness of operations on Z-numbers

Authors: R.A. Aliev;

Informativeness of operations on Z-numbers

Abstract

Abstract The concept of a Z-number has a potential for many applications, especially in the realms of computation with probabilities and events described in natural language (NL). Of particular importance are applications in economics, decision analysis, risk assessment, prediction, anticipation, planning biomedicine and rule-based manipulation of imprecise functions and relations. The main critical problems that naturally arises in processing Z-information is informativeness of computation and reasoning with Z-information. An importance of informativeness issue for dealing with Z-numbers was first mentioned by Prof. L. Zadeh. Z-number is informative if its value has high specificity and same time arises a question what level of informativeness of a resulting Z-number sufficient for intelligent decision making. The existing literature devoted informativeness of computation with Z-numbers is quite scarce. All the existing works on computation of Z-numbers are characterized by increasing of entropy. In particular, these approaches are not able to account for informativeness of computation results. This study presents some results of investigations on informativeness of Z-number calculus by using concept of specificity and concept of horizontal membership functions. We propose a strategy for optimizing informativeness of Z-number operations with desired degree of specificity. Comparative analysis of different measures of specificity of Z-numbers is given. Validity of the proposed approach is illustrated in examples.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
gold