Jordan C Rozum, Colin Campbell, Eli Newby, Fatemeh Sadat Fatemi Nasrollahi, Réka Albert

Boolean Networks as Predictive Models of Emergent Biological Behaviors

• Gebundenes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 68
• Erscheinungstermin: 28. März 2024
• Englisch
• Abmessung: 229mm x 152mm x 6mm
• Gewicht: 263g
• ISBN-13: 9781009478717
• ISBN-10: 1009478710
• Artikelnr.: 69670041

Inhaltsangabe

1. Types of biological networks
2. Modeling the dynamics of biological networks
3. Boolean modeling of the dynamics of biological networks
4. How to build and validate a boolean network model of a specific biological system
5. Case study boolean systems
6. How to analyze a boolean model: state transition graphs, attractors, and trap sets
7. The parity-expanded network
8. State-space compression and attractor identification using stable motifs
9. Attractor control
Conclusions
References.