Computing difference abstractions of linear equation systems
نویسندگان
چکیده
Abstract interpretation was proposed for predicting changes of reaction networks with partial kinetic information in systems biology. This requires to compute the set difference abstractions a system linear equations under nonlinear constraints. We present first practical algorithm that can equation exactly. also new heuristics based on minimal support consequences overapproximating abstractions. Our algorithms rely elementary modes, first-order definitions, and finite domain constraint programming. implemented our applied them change prediction It turns out experimentally is often exact practice, while outperforming algorithm. journal article extends paper published at 17th International Conference Computational Methods Systems Biology (CMSB'2019) [1].
منابع مشابه
Abstractions of Constrained Linear Systems
ions of Constrained Linear Systems Herbert G. Tanner University of Pennsylvania George J. Pappas University of Pennsylvania, [email protected] Follow this and additional works at: http://repository.upenn.edu/ese_papers Copyright 2003 IEEE. Reprinted from Proceedings of the American Control Conference 2003, Volume 4, pages 3381-3386. This material is posted here with permission of the IEEE....
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ژورنال
عنوان ژورنال: Theoretical Computer Science
سال: 2021
ISSN: ['1879-2294', '0304-3975']
DOI: https://doi.org/10.1016/j.tcs.2021.06.030