DocumentCode
551123
Title
Synthesis of Boolean networks via semi-tensor product
Author
Cheng Daizhan ; Qi Hongsheng ; Zhao Yin
Author_Institution
Key Lab. of Syst. & Control, Chinese Acad. of Sci., Beijing, China
fYear
2011
fDate
22-24 July 2011
Firstpage
6
Lastpage
17
Abstract
This paper gives a systematic survey on the semi-tensor product approach to logical systems such as Boolean (control) networks. First the history of Boolean networks is reviewed, and the mathematical frameworks for Boolean network, Boolean control network, and probabilistic Boolean (control) network respectively are presented. Then the semi-tensor product of matrices is introduced as a fundamental tool of this approach. Using it, two key techniques for this approach: (1) algebraic (or matrix) expression of logic; and (2) the state space description of logical dynamics, are introduced. The topological structure of Boolean network is analyzed via this approach. Finally, some control problems are investigated, which include controllability and observability, realization, disturbance decoupling, stability and stabilization, optimal control, identification, etc. In one word, the paper intends to provide a comprehensive guideline to the theory of synthesis and control of Boolean networks.
Keywords
Boolean algebra; control system synthesis; controllability; observability; optimal control; probability; stability; tensors; Boolean control network; Boolean networks synthesis; controllability; disturbance decoupling; logic algebraic expression; logic state space description; observability; optimal control; probabilistic Boolean network; semitensor product; stabilization; Aerospace electronics; Bioinformatics; Biological system modeling; Genomics; Probabilistic logic; Systems biology; Algebraic Form; Boolean Network; Control; Semi-tensor Product; Systems Biology;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2011 30th Chinese
Conference_Location
Yantai
ISSN
1934-1768
Print_ISBN
978-1-4577-0677-6
Electronic_ISBN
1934-1768
Type
conf
Filename
6001466
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