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Physical Sciences and Mathematics Commons

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Applied Mathematics

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Portland State University

2015

Biological systems -- Mathematical models

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Full-Text Articles in Physical Sciences and Mathematics

Monomials And Basin Cylinders For Network Dynamics, Daniel Austin, Ian H. Dinwoodie Jan 2015

Monomials And Basin Cylinders For Network Dynamics, Daniel Austin, Ian H. Dinwoodie

Mathematics and Statistics Faculty Publications and Presentations

We describe methods to identify cylinder sets inside a basin of attraction for Boolean dynamics of biological networks. Such sets are used for designing regulatory interventions that make the system evolve towards a chosen attractor, for example initiating apoptosis in a cancer cell. We describe two algebraic methods for identifying cylinders inside a basin of attraction, one based on the Groebner fan that finds monomials that define cylinders and the other on primary decomposition. Both methods are applied to current examples of gene networks.