A Reduced State-Space Generation Method for Concurrent Systems Based on CPN-PR Model

Colored Petri nets (CPNs) provide descriptions of the concurrent behaviors for software and hardware. Model checking based on CPNs is an effective method to simulate and verify the concurrent behavior in system design. However, the model-checking method traverses the full state space, which suffers from the state-space explosion problem. A reduced state-space generation method related to the property of concurrent systems is proposed. Specifically, we extend CPNs to define a property-related model (CPN-PR) and give a property-related analysis method whose results can be used to generate the CPN-PR model. A reduced state-space generation method is developed based on enabled binding element filtering rules. The stutter trace equivalence between the state spaces of CPN and CPN-PR has been proven by showing that the reduced state space may not change the model-checking result. A comparison experiment is conducted to demonstrate the effectiveness of our method.

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Publication Details

Journal
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Published
2024-12-11
DOI
https://doi.org/10.1109/tcad.2024.3515857
Citations
2
Primary Topic
Neural Networks and Applications
Type
article
Field-Weighted Citation Impact
0.69

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article

A Reduced State-Space Generation Method for Concurrent Systems Based on CPN-PR Model

Wenjie Zhong, Xiaoyu Song, Zhuowei Wang, Jiantao Zhou et al.
2 citations
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Neural Networks and Applications
0.69
article

A Reduced State-Space Generation Method for Concurrent Systems Based on CPN-PR Model

Wenjie Zhong, Xiaoyu Song, Zhuowei Wang, Jiantao Zhou, Tao Sun
article en
2 citations

Abstract

Colored Petri nets (CPNs) provide descriptions of the concurrent behaviors for software and hardware. Model checking based on CPNs is an effective method to simulate and verify the concurrent behavior in system design. However, the model-checking method traverses the full state space, which suffers from the state-space explosion problem. A reduced state-space generation method related to the property of concurrent systems is proposed. Specifically, we extend CPNs to define a property-related model (CPN-PR) and give a property-related analysis method whose results can be used to generate the CPN-PR model. A reduced state-space generation method is developed based on enabled binding element filtering rules. The stutter trace equivalence between the state spaces of CPN and CPN-PR has been proven by showing that the reduced state space may not change the model-checking result. A comparison experiment is conducted to demonstrate the effectiveness of our method.

IEEE Transactions on Computer-Aided Design of Integrated Circuits and SystemsVol. 44(6)
Portland State University (US), Guangdong University of Technology (CN), Inner Mongolia University (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 23%
Neural Networks and Applications
0.69
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