Analysis and Control of Boolean Networks: A Semi-tensor Product Approach
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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Analysis and Control of Boolean Networks: A Semi-tensor Product Approach
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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Analysis and Control of Boolean Networks: A Semi-tensor Product Approach
472Analysis and Control of Boolean Networks: A Semi-tensor Product Approach
472Paperback(2011)
$109.99
109.99
In Stock
Product Details
ISBN-13: | 9781447126119 |
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Publisher: | Springer London |
Publication date: | 01/25/2013 |
Series: | Communications and Control Engineering |
Edition description: | 2011 |
Pages: | 472 |
Product dimensions: | 6.10(w) x 9.25(h) x 0.04(d) |
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