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History of Abstract Interpretation

机译:抽象解释的历史

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We trace the roots of abstract interpretation and its role as a fundamental theoretical framework to understand and design program analysis and program verification methods. Starting from the historical roots of program verification and formal methods, from A.M. Turing to C.A.R. Hoare, we show how abstract interpretation fits this mainstream in perfect continuity and how this theory shaped the literature and the practice in program analysis in the last 40 years, providing powerful methodologies for designing static program analyzers, automatic verifiers of software/hardware systems, type systems, security protocol analyzers, analyzers of machine learning models, algorithms for formal languages.
机译:我们追溯抽象解释的根源及其作为理解和设计程序分析和程序验证方法的基本理论框架的作用。从程序验证和形式方法的历史渊源开始,从A.M.图灵到C.A.R. Hoare,我们展示了抽象解释如何完全连续地适合这种主流,以及该理论如何在过去40年中影响程序分析的文献和实践,为设计静态程序分析器,软件/硬件系统的自动验证器,类型提供了强大的方法。系统,安全协议分析器,机器学习模型的分析器,形式语言的算法。

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