Boolean Networks as Predictive Models of Emergent Biological Behaviors

Name: Boolean Networks as Predictive Models of Emergent Biological Behaviors
SKU: 38435950
Price: 67.99 AUD
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Paperback / softback

Series:

Elements in the Structure and Dynamics of Complex Networks

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Description

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.

Release date Australia

March 28th, 2024

Author

Series

Elements in the Structure and Dynamics of Complex Networks

Pages

Audience

General (US: Trade)

Illustrations

Worked examples or Exercises

ISBN-13

9781009292962

Product ID

38435950

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