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Model Checking Fuzzy Computation Tree Logic Based on Fuzzy Decision Processes with Cost

In order to solve the problems in fuzzy computation tree logic model checking with cost operator, we propose a fuzzy decision process computation tree logic model checking method with cost. Firstly, we introduce a fuzzy decision process model with cost, which can not only describe the uncertain choi...

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Detalles Bibliográficos
Autores principales: Ma, Zhanyou, Li, Zhaokai, Li, Weijun, Gao, Yingnan, Li, Xia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9498157/
https://www.ncbi.nlm.nih.gov/pubmed/36141069
http://dx.doi.org/10.3390/e24091183
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author Ma, Zhanyou
Li, Zhaokai
Li, Weijun
Gao, Yingnan
Li, Xia
author_facet Ma, Zhanyou
Li, Zhaokai
Li, Weijun
Gao, Yingnan
Li, Xia
author_sort Ma, Zhanyou
collection PubMed
description In order to solve the problems in fuzzy computation tree logic model checking with cost operator, we propose a fuzzy decision process computation tree logic model checking method with cost. Firstly, we introduce a fuzzy decision process model with cost, which can not only describe the uncertain choice and transition possibility of systems, but also quantitatively describe the cost of the systems. Secondly, under the model of the fuzzy decision process with cost, we give the syntax and semantics of the fuzzy computation tree logic with cost operators. Thirdly, we study the problem of computation tree logic model checking for fuzzy decision process with cost, and give its matrix calculation method and algorithm. We use the example of medical expert systems to illustrate the method and model checking algorithm.
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spelling pubmed-94981572022-09-23 Model Checking Fuzzy Computation Tree Logic Based on Fuzzy Decision Processes with Cost Ma, Zhanyou Li, Zhaokai Li, Weijun Gao, Yingnan Li, Xia Entropy (Basel) Article In order to solve the problems in fuzzy computation tree logic model checking with cost operator, we propose a fuzzy decision process computation tree logic model checking method with cost. Firstly, we introduce a fuzzy decision process model with cost, which can not only describe the uncertain choice and transition possibility of systems, but also quantitatively describe the cost of the systems. Secondly, under the model of the fuzzy decision process with cost, we give the syntax and semantics of the fuzzy computation tree logic with cost operators. Thirdly, we study the problem of computation tree logic model checking for fuzzy decision process with cost, and give its matrix calculation method and algorithm. We use the example of medical expert systems to illustrate the method and model checking algorithm. MDPI 2022-08-24 /pmc/articles/PMC9498157/ /pubmed/36141069 http://dx.doi.org/10.3390/e24091183 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ma, Zhanyou
Li, Zhaokai
Li, Weijun
Gao, Yingnan
Li, Xia
Model Checking Fuzzy Computation Tree Logic Based on Fuzzy Decision Processes with Cost
title Model Checking Fuzzy Computation Tree Logic Based on Fuzzy Decision Processes with Cost
title_full Model Checking Fuzzy Computation Tree Logic Based on Fuzzy Decision Processes with Cost
title_fullStr Model Checking Fuzzy Computation Tree Logic Based on Fuzzy Decision Processes with Cost
title_full_unstemmed Model Checking Fuzzy Computation Tree Logic Based on Fuzzy Decision Processes with Cost
title_short Model Checking Fuzzy Computation Tree Logic Based on Fuzzy Decision Processes with Cost
title_sort model checking fuzzy computation tree logic based on fuzzy decision processes with cost
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9498157/
https://www.ncbi.nlm.nih.gov/pubmed/36141069
http://dx.doi.org/10.3390/e24091183
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AT gaoyingnan modelcheckingfuzzycomputationtreelogicbasedonfuzzydecisionprocesseswithcost
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