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Abstraction framework and complexity of model checking based on the Promela models

Daoxi Chen, Guangquan Zhang, Jianxi Fan

Open publisher page 3 citations

Abstract

Automated model checking shortcomings is prone to state explosion. In this paper, we propose abstraction framework based on Promela models, and transform the source of Promela models to the abstract target of Promela models. On this basis, we analyze the reasons for the complexity of model checking based on Promela models. Finally we reduce the number of state-generated under the condition of verification property unchanged in the ATM example. These show that the abstraction framework reduce the complexity of model checking.

About this research paper

What this paper is about

Automated model checking shortcomings is prone to state explosion. In this paper, we propose abstraction framework based on Promela models, and transform the source of Promela models to the abstract target of Promela models. On this basis, we analyze the reasons for the complexity of model checking based on Promela models. Finally we reduce the number of state-generated under the condition of verification property unchanged in the ATM example. These show that the abstraction framework reduce the complexity of model checking.

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OpenAlex reports 3 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

Automated model checking shortcomings is prone to state explosion. In this paper, we propose abstraction framework based on Promela models, and transform the source of Promela models to the abstract target of Promela models. On this basis, we analyze the reasons for the complexity of model checking based on Promela models. Finally we reduce the number of state-generated under the condition of verification property unchanged in the ATM example. These show that the abstraction framework reduce the complexity of model checking.

Key concepts: Promela, Model checking, Abstraction model checking, Abstraction, Computer science, Programming language, Formal verification, Theoretical computer science

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