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Boolean Networks as Predictive Models of Emergent Biological Behaviors (Elements in the Structure and Dynamics of Complex Networks) - Tapa dura

Campbell, Colin; Newby, Eli; Rozum, Jordan C.

 
9781009478717: Boolean Networks as Predictive Models of Emergent Biological Behaviors (Elements in the Structure and Dynamics of Complex Networks)
Tapa dura
ISBN 10: 1009478710 ISBN 13: 9781009478717
Editorial: Cambridge University Press, 2024

Sinopsis

Interacting biological systems at all organizational levels display emergent behavior. Modeling these systems is made challenging by the number and variety of biological components and interactions – from molecules in gene regulatory networks to species in ecological networks – and the often-incomplete state of system knowledge, such as the unknown values of kinetic parameters for biochemical reactions. Boolean networks have emerged as a powerful tool for modeling these systems. This Element provides a methodological overview of Boolean network models of biological systems. After a brief introduction, the authors describe the process of building, analyzing, and validating a Boolean model. They then present the use of the model to make predictions about the system's response to perturbations and about how to control its behavior. The Element emphasizes the interplay between structural and dynamical properties of Boolean networks and illustrates them in three case studies from disparate levels of biological organization.

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Editorial
Cambridge University Press
Año de publicación
2024
Idioma
Inglés
ISBN 10 
1009478710
ISBN 13 
9781009478717
Encuadernación
Tapa dura
Número de páginas
68
Contacto del fabricante
no disponible
Persona responsable
Avery
https://www.avery.fr/

chemin des peupliers 27
Dardilly
Francia