Analysis and control of Boolean networks: a semi-tensor product approach

Analysis and control of Boolean networks: a semi-tensor product approach

Author
Cheng, DaizhanQi, HongshengLi, Zhiqiang
Publisher
Springer
Language
English
Year
2010;2011
Page
XVI, 470 str.: ilustr.; 24 cm
ISBN
9780857290960,9780857290977,0857290967
File Type
pdf
File Size
3.0 MiB

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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