Dynamic properties of fuzzy Petri net model and related analysis

Fuzzy Petri net (FPN) has been extensively applied in industrial fields for knowledge-based systems or systems with uncertainty. Although the applications of FPN are known to be successful, the theoretical research of FPN is still at an initial stage. To pave a way for further study, this work explo...

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Main Authors: Zhou, Kai Qing, Mohd. Zain, Azlan, Mo, Li Ping
Format: Article
Published: Central South University of Technology 2015
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Online Access:http://eprints.utm.my/id/eprint/58340/
http://dx.doi.org/10.1007/s11771-015-3023-7
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spelling my.utm.583402021-12-21T01:29:17Z http://eprints.utm.my/id/eprint/58340/ Dynamic properties of fuzzy Petri net model and related analysis Zhou, Kai Qing Mohd. Zain, Azlan Mo, Li Ping QA75 Electronic computers. Computer science Fuzzy Petri net (FPN) has been extensively applied in industrial fields for knowledge-based systems or systems with uncertainty. Although the applications of FPN are known to be successful, the theoretical research of FPN is still at an initial stage. To pave a way for further study, this work explores related dynamic properties of FPN including reachability, boundedness, safeness, liveness and fairness. The whole methodology is divided into two phases. In the first phase, a comparison between elementary net system (EN_system) and FPN is established to prove that the FPN is an extensive formalism of Petri nets using a backwards-compatible extension method. Next, current research results of dynamic properties are utilized to analyze FPN model. The results illustrate that FPN model is bounded, safe, weak live and fair, and can support theoretical evidences for designing related decomposition algorithm. Central South University of Technology 2015-12-01 Article PeerReviewed Zhou, Kai Qing and Mohd. Zain, Azlan and Mo, Li Ping (2015) Dynamic properties of fuzzy Petri net model and related analysis. Journal Of Central South University, 22 (12). pp. 4717-4723. ISSN 2095-2899 http://dx.doi.org/10.1007/s11771-015-3023-7 DOI:10.1007/s11771-015-3023-7
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Zhou, Kai Qing
Mohd. Zain, Azlan
Mo, Li Ping
Dynamic properties of fuzzy Petri net model and related analysis
description Fuzzy Petri net (FPN) has been extensively applied in industrial fields for knowledge-based systems or systems with uncertainty. Although the applications of FPN are known to be successful, the theoretical research of FPN is still at an initial stage. To pave a way for further study, this work explores related dynamic properties of FPN including reachability, boundedness, safeness, liveness and fairness. The whole methodology is divided into two phases. In the first phase, a comparison between elementary net system (EN_system) and FPN is established to prove that the FPN is an extensive formalism of Petri nets using a backwards-compatible extension method. Next, current research results of dynamic properties are utilized to analyze FPN model. The results illustrate that FPN model is bounded, safe, weak live and fair, and can support theoretical evidences for designing related decomposition algorithm.
format Article
author Zhou, Kai Qing
Mohd. Zain, Azlan
Mo, Li Ping
author_facet Zhou, Kai Qing
Mohd. Zain, Azlan
Mo, Li Ping
author_sort Zhou, Kai Qing
title Dynamic properties of fuzzy Petri net model and related analysis
title_short Dynamic properties of fuzzy Petri net model and related analysis
title_full Dynamic properties of fuzzy Petri net model and related analysis
title_fullStr Dynamic properties of fuzzy Petri net model and related analysis
title_full_unstemmed Dynamic properties of fuzzy Petri net model and related analysis
title_sort dynamic properties of fuzzy petri net model and related analysis
publisher Central South University of Technology
publishDate 2015
url http://eprints.utm.my/id/eprint/58340/
http://dx.doi.org/10.1007/s11771-015-3023-7
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score 13.18916