DocumentCode
1687947
Title
A forward concurrent reasoning approach for rule-based systems using fuzzy colored Petri nets
Author
Yuan, Jie ; Liu, Chang ; Jiang, Bo ; Shan, Yugang ; Shang, Wenli
Author_Institution
Sch. of Electr. Eng., Xinjiang Univ., Urumqi, China
fYear
2010
Firstpage
1579
Lastpage
1584
Abstract
This paper proposes a forward concurrent reasoning method for rule-based systems using the defined fuzzy colored Petri nets (FCPN). The major differences between the proposed method and the conventional ones are described as follows. Firstly, weighted inference is taken to realize a more reliable and flexible reasoning manner. Secondly, conformal partitioned matrix theory is utilized to achieve forward concurrent reasoning, improving the inference efficiency. Moreover, tokens are not removed while the enabled transitions are fired, meeting the practical cases. The aforementioned aspects are also the prominent advantages of the proposed approach. A case illustrates that the proposed approach is sound and feasible.
Keywords
Petri nets; fuzzy neural nets; knowledge based systems; conformal partitioned matrix theory; forward concurrent reasoning approach; fuzzy colored Petri net; rule based system; Cognition; Color; Compounds; Mathematical model; Partitioning algorithms; Petri nets; Welding; conformal partitioned matrices; forward concurrent reasoning; fuzzy colored Petri nets(FCPN); rule-based; weight;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location
Jinan
Print_ISBN
978-1-4244-6712-9
Type
conf
DOI
10.1109/WCICA.2010.5554461
Filename
5554461
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