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Analysis and Control of Boolean Networks: A Semi-tensor Product Approach

Analysis and Control of Boolean Networks: A Semi-tensor Product Approach

Hardcover

Series: Communications and Control Engineering

FictionBiologyGeneral Mathematics

ISBN10: 0857290967
ISBN13: 9780857290960
Publisher: Springer Nature
Published: Dec 2 2010
Pages: 472
Weight: 1.89
Height: 1.06 Width: 6.14 Depth: 9.21
Language: English
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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