Title :
Analysis and control of Boolean networks: A semi-tensor product approach
Author :
Qi, Hongsheng ; Cheng, Daizhan
Author_Institution :
Acad. of Math. & Syst. Sci., Chinese Acad. of Sci., Beijing, China
Abstract :
A Boolean network is a logical dynamic system, which has been used to describe cellular networks. Using a new matrix product, called semi-tensor product of matrices, a logical function can be expressed as an algebraic function. This expression can covert the Boolean networks into discrete-time linear dynamic systems. Similarly, the Boolean control networks can also be converted into discrete time bilinear dynamic systems. Under these forms the standard matrix analysis can be used to consider the structure and the control problems of Boolean (control) networks. After the detailed description of this new approach, the controllability of Boolean control networks is considered in the paper as an application.
Keywords :
Boolean algebra; bilinear systems; controllability; discrete time systems; linear systems; matrix algebra; stability; tensors; Boolean control network; algebraic function; cellular network; control technique; controllability; discrete time bilinear dynamic system; discrete-time linear dynamic system; logical dynamic system; matrix product; semitensor product approach; stabilization; Biological system modeling; Cells (biology); Control system analysis; Control systems; Controllability; Genetics; Mathematics; Matrix converters; Proteins; Systems biology; Boolean (control) networks; controllability; semi-tensor product of matrices; stabilization;
Conference_Titel :
Asian Control Conference, 2009. ASCC 2009. 7th
Conference_Location :
Hong Kong
Print_ISBN :
978-89-956056-2-2
Electronic_ISBN :
978-89-956056-9-1