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A Multistep Extending Truncation Method towards Model Construction of Infinite-State Markov Chains

机译:无限状态马尔可夫链模型构建的多步扩展截断方法

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摘要

The model checking of Infinite-State Continuous Time Markov Chains will inevitably encounter the state explosion problem when constructing the CTMCs model; our method is to get a truncated model of the infinite one; to get a sufficient truncated model to meet the model checking of Continuous Stochastic Logic based system properties, we propose a multistep extending advanced truncation method towards model construction of CTMCs and implement it in the INFAMY model checker; the experiment results show that our method is effective.
机译:在构造CTMCs模型时,无限状态连续时间马尔可夫链的模型检验不可避免地会遇到状态爆炸问题。我们的方法是得到一个无穷大的截断模型。为了获得足够的截断模型来满足基于连续随机逻辑的系统属性的模型检查,我们针对CTMC的模型构建提出了一种多步扩展的高级截断方法,并在INFAMY模型检查器中实现。实验结果表明,该方法是有效的。

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  • 来源
    《Mathematical Problems in Engineering》 |2014年第1期|764819.1-764819.6|共6页
  • 作者单位

    School of Computer Science, Communication University of China, Beijing 100024, China;

    School of Computer Science, Communication University of China, Beijing 100024, China;

    School of Computer Science, Communication University of China, Beijing 100024, China;

    School of Computer Science, Communication University of China, Beijing 100024, China;

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