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MONOMIALS AND BASIN CYLINDERS FOR NETWORK DYNAMICS.


ABSTRACT: 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.

SUBMITTER: Austin D 

PROVIDER: S-EPMC4299671 | biostudies-literature | 2015

REPOSITORIES: biostudies-literature

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MONOMIALS AND BASIN CYLINDERS FOR NETWORK DYNAMICS.

Austin Daniel D   Dinwoodie Ian H IH  

SIAM journal on applied dynamical systems 20150101 1


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  ...[more]

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