Analysis and Control of Boolean Networks

A Semi-tensor Product Approach


Author: Daizhan Cheng,Hongsheng Qi,Zhiqiang Li

Publisher: Springer Science & Business Media

ISBN: 9780857290977

Category: Science

Page: 472

View: 3045

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.