Research Catalog

Title

Probabilistic boolean networks : the modeling and control of gene regulatory networks / Ilya Shmulevich, Edward R. Dougherty.

Author

Shmulevich, Ilya, 1969-

Publication

Philadelphia : Society for Industrial and Applied Mathematics, c2010.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Dougherty, Edward R.
• Society for Industrial and Applied Mathematics.

Description

xiii, 267 p. : ill.; 26 cm.

Summary

"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 bookis 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."--Jacket.

Subject

• Gene Regulatory Networks
• Gene regulatory networks
• Genetic regulation > Computer simulation
• Models, Genetic
• Models, Statistical

Bibliography (note)

• Includes bibliographical references (p. 243-260) and index.

Processing Action (note)

• committed to retain

Contents

Boolean networks -- Structure and dynamics of probabilistic boolean networks -- Inference of model structure -- Structural intervention -- External control -- Asynchronous networks.

ISBN

• 9780898716924
• 0898716926

LCCN

^^2009034643

Owning Institutions

Harvard Library