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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9498157 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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