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A Polynomial-Time Algorithm to Obtain State Machine Cover of Live and Safe Petri Nets.

Authors :
Karatkevich, Andrei G.
Wisniewski, Remigiusz
Source :
IEEE Transactions on Systems, Man & Cybernetics. Systems; Oct2020, Vol. 50 Issue 10, p3592-3597, 6p
Publication Year :
2020

Abstract

A method to find the minimized state machine cover of live and safe Petri nets (PNs) is proposed in this paper. It is required that a cover be obtained in some implementation methods of PN-based control algorithms and other applications such as data mining. Most of the known methods of its computation have at least exponential time and space complexity; this is true not only for the methods which guarantee a minimal cover is obtained but also for some methods of finding approximate solutions. The proposed algorithm is an approximation algorithm and has polynomial computational complexity. The experimental verification shows a very high efficiency of the presented technique. The proposed method is especially valuable in the case of large systems where a solution is obtained hundreds of times quicker than by other methods. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
21682216
Volume :
50
Issue :
10
Database :
Complementary Index
Journal :
IEEE Transactions on Systems, Man & Cybernetics. Systems
Publication Type :
Academic Journal
Accession number :
146012237
Full Text :
https://doi.org/10.1109/TSMC.2019.2894778