Jordan C. Rozum (State University of New Yor Binghamton University, Colin Campbell (University of Mount Union), Eli Newby (Pennsylvania State University)

Boolean Networks as Predictive Models of Emergent Biological Behaviors

• Broschiertes 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

• Elements in the Structure and Dynamics of Complex Networks
• Verlag: Cambridge University Press
• Seitenzahl: 68
• Erscheinungstermin: 28. März 2024
• Englisch
• Abmessung: 229mm x 152mm x 4mm
• Gewicht: 120g
• ISBN-13: 9781009292962
• ISBN-10: 100929296X
• Artikelnr.: 69671735

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.