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.
| Autorius: | Daizhan Cheng, Zhiqiang Li, Hongsheng Qi, |
| Serija: | Communications and Control Engineering |
| Leidėjas: | Springer London |
| Išleidimo metai: | 2013 |
| Knygos puslapių skaičius: | 488 |
| ISBN-10: | 1447126114 |
| ISBN-13: | 9781447126119 |
| Formatas: | Knyga minkštu viršeliu |
| Kalba: | Anglų |
| Žanras: | Cybernetics and systems theory |
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