Analysis and Control of Boolean Networks

Analysis and Control of Boolean Networks
Author :
Publisher : Springer Science & Business Media
Total Pages : 474
Release :
ISBN-10 : 9780857290977
ISBN-13 : 0857290975
Rating : 4/5 (77 Downloads)

Book Synopsis Analysis and Control of Boolean Networks by : Daizhan Cheng

Download or read book Analysis and Control of Boolean Networks written by Daizhan Cheng and published by Springer Science & Business Media. This book was released on 2010-11-23 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analysis and Control of Boolean Networks presents a systematic new approach to the investigation of Boolean control networks. The fundamental tool in this approach is a novel matrix product called the semi-tensor product (STP). Using the STP, a logical function can be expressed as a conventional discrete-time linear system. In the light of this linear expression, certain major issues concerning Boolean network topology – fixed points, cycles, transient times and basins of attractors – can be easily revealed by a set of formulae. This framework renders the state-space approach to dynamic control systems applicable to Boolean control networks. The bilinear-systemic representation of a Boolean control network makes it possible to investigate basic control problems including controllability, observability, stabilization, disturbance decoupling etc.


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