自然和工程生物系统的形式化验证

H. Kugler
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引用次数: 0

摘要

计算建模现在被有效地用于补充生物学中的实验工作,允许识别我们对所研究的生物系统的理解中的空白,并基于机制模型预测系统行为。我们提供了几个领域的概述,其中形式验证已成功地使用生物学。我们强调自然和工程生物系统的例子。在自然生物系统中,主要目标是了解系统如何工作并预测其行为,而对于工程生物系统,主要目标是为新的目的设计生物系统,例如,用于构建基于生物学的计算设备。我们比较了形式验证在生物学中的应用和在传统领域中的应用所面临的挑战。最后,我们概述了未来的研究方向和形式验证专家为该领域做出贡献的机会。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Formal Verification for Natural and Engineered Biological Systems
Computational modeling is now used effectively to complement experimental work in biology, allowing to identify gaps in our understanding of the biological systems studied, and to predict system behavior based on a mechanistic model. We provide an overview of several areas in biology for which formal verification has been successfully used. We highlight examples from both natural and engineered biological systems. In natural biological systems the main goal is to understand how a system works and predict its behavior, whereas for engineered biological systems the main goal is to engineer biological systems for new purposes, e.g. for building biology-based computational devices. We compare between the challenges in applying formal verification in biology and the application to traditional domains. Finally, we outline future research directions and opportunities for formal verification experts to contribute to the field.
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