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Intelligent systems for decision support ...
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Wu, Dongrui. - : University of Southern California Digital Library (USC.DL), 2015
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Advances in linguistic data-oriented uncertainty modeling, reasoning, and intelligent decision making ...
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Abstract:
In this dissertation, we focus on data oriented uncertainty modeling, reasoning, and inference, and their applications to intelligent systems that implement the paradigm of Computing with Words (CWW). Computing with Words problems have been classified into at least two categories: Basic Computing with Words, and Advanced Computing with Words. Basic Computing with Words mainly deals with applications of rule-based systems while Advanced Computing with Words deals with implicit assignment of linguistic truth, probability, and possibility through intricate natural language statements. ❧ In this dissertation, we present a Linguistic Goal-Oriented Decision-Making method using rule-based systems. Unlike previous applications of rule-based systems that use them in mere function approximation schemes or apply them to modeling rather uncomplicated expert knowledge, our proposed goal-oriented decision-making method attempts at determining the desired states of a system (described using words) by investigating the ...
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Keyword:
belief structures; computing with words; data oriented; decision making; Electrical Engineering; enhanced oil recovery; extension principle; fuzzy logic; fuzzy systems; intelligent systems; linguistic probability; novel weighted averages; reasoning
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URL: https://dx.doi.org/10.25549/usctheses-c3-568987
https://digitallibrary.usc.edu/asset-management/2A3BF1LPVOE2
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