Probabilistic Boolean Networks: The Modeling and Control of Gene Regulatory Networks

Ilya Shmulevich · Edward R. Dougherty

Jan 2010 · Other Titles in Applied Mathematics Buku 116 · SIAM

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This is the first comprehensive treatment of probabilistic Boolean networks (PBNs), an important model class for studying genetic regulatory networks. This book covers basic model properties, including the relationships between network structure and dynamics, steady-state analysis, and relationships to other model classes." "Researchers in mathematics, computer science, and engineering are exposed to important applications in systems biology and presented with ample opportunities for developing new approaches and methods. The book is also appropriate for advanced undergraduates, graduate students, and scientists working in the fields of computational biology, genomic signal processing, control and systems theory, and computer science.