Analysis of Deterministic Cyclic Gene Regulatory Network Models with Delays

Analysis of Deterministic Cyclic Gene Regulatory Network Models with Delays
Author :
Publisher : Birkhäuser
Total Pages : 104
Release :
ISBN-10 : 9783319156064
ISBN-13 : 3319156063
Rating : 4/5 (64 Downloads)

Book Synopsis Analysis of Deterministic Cyclic Gene Regulatory Network Models with Delays by : Mehmet Eren Ahsen

Download or read book Analysis of Deterministic Cyclic Gene Regulatory Network Models with Delays written by Mehmet Eren Ahsen and published by Birkhäuser. This book was released on 2015-02-25 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief examines a deterministic, ODE-based model for gene regulatory networks (GRN) that incorporates nonlinearities and time-delayed feedback. An introductory chapter provides some insights into molecular biology and GRNs. The mathematical tools necessary for studying the GRN model are then reviewed, in particular Hill functions and Schwarzian derivatives. One chapter is devoted to the analysis of GRNs under negative feedback with time delays and a special case of a homogenous GRN is considered. Asymptotic stability analysis of GRNs under positive feedback is then considered in a separate chapter, in which conditions leading to bi-stability are derived. Graduate and advanced undergraduate students and researchers in control engineering, applied mathematics, systems biology and synthetic biology will find this brief to be a clear and concise introduction to the modeling and analysis of GRNs.


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"This book focuses on methods widely used in modeling gene networks including structure discovery, learning, and optimization"--Provided by publisher.