DocumentCode
3532263
Title
Immersion and darboux polynomials of boolean networks with application to the pseudomonas syringae hrp regulon
Author
Menini, Laura ; Tornambe, Antonio
Author_Institution
Dipt. di Ing. Inf. e Ing. Civile, Univ. di Roma “Tor Vergata”, Rome, Italy
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
4092
Lastpage
4097
Abstract
Boolean networks are treated in this paper as discrete-time polynomial systems over the Galois field F2. It is shown that a previous result, valid for standard polynomial nonlinear systems, and allowing to compute the Darboux polynomials of the system, holds for polynomial systems over F2 in a reinforced manner. Moreover, it is shown that, by using a state immersion, polynomial systems over F2 can be always linearized. The state immersion technique can be used also for other purposes, such as to compute the solution in closed form and to compute some of the Darboux polynomials.
Keywords
Boolean functions; Galois fields; discrete time systems; microorganisms; polynomials; Boolean networks; Darboux polynomials; Galois field; Pseudomonas syringae hrp regulon; discrete-time polynomial systems; immersion polynomials; standard polynomial nonlinear systems; state immersion technique; Artificial intelligence; Artificial neural networks; Interpolation; Nonlinear systems; Polynomials; Proteins; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6760516
Filename
6760516
Link To Document