Boolean Networks as Predictive Models of Emergent Biological Behaviors (Paperback)

Language: English

Published by Cambridge University Press, Cambridge, 2024

100929296X / 9781009292962

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Paperback. 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. This Element shows 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 and the often-incomplete state of system knowledge. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

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Title
Boolean Networks as Predictive Models of Emergent Biological Behaviors (Paperback)
Author
Jordan C. Rozum
Publisher
Cambridge University Press, Cambridge
Publication year
2024
Condition
new
Binding
Paperback
Language
English
ISBN 10
100929296X
ISBN 13
9781009292962

CitiRetail

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AbeBooks seller since June 29, 2022

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