Boolean Networks as Predictive Models of Emergent Biological Behaviors
Jordan C Rozum
ISBN 10: 1009478710 ISBN 13: 9781009478717
Editorial: Cambridge University Press Mär 2024, 2024
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Buch
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AHA-BUCH GmbH, Einbeck, Alemania
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Descripción
Descripción:
Neuware - 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. N° de ref. del artículo 9781009478717
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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Detalles bibliográficos
Título: Boolean Networks as Predictive Models of ...
Editorial: Cambridge University Press Mär 2024
Año de publicación: 2024
Encuadernación: Buch
Condición: Neu
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ISBN 13: 9781009478717
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Boolean Networks As Predictive Models of Emergent Biological Behaviors
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Boolean Networks as Predictive Models of Emergent Biological Behaviors (Elements in the Structure and Dynamics of Complex Networks)
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Boolean Networks as Predictive Models of Emergent Biological Behaviors (Hardcover)
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Hardcover. Condición: new. Hardcover. 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. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Nº de ref. del artículo: 9781009478717
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Boolean Networks As Predictive Models of Emergent Biological Behaviors
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Boolean Networks As Predictive Models of Emergent Biological Behaviors
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ISBN 10: 1009478710
ISBN 13: 9781009478717
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Boolean Networks as Predictive Models of Emergent Biological Behaviors (Hardcover)
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ISBN 13: 9781009478717
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Hardcover. Condición: new. Hardcover. 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Nº de ref. del artículo: 9781009478717
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Boolean Networks as Predictive Models of Emergent Biological Behaviors
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Cambridge University Press, 2024
ISBN 10: 1009478710
ISBN 13: 9781009478717
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