We introduce an algebraic approach for the analysis and composition of finite, discrete-time dynamical systems based on the category-theoretical operations of product and sum (coproduct). This allows us to define a semiring structure over the set of dynamical systems (modulo isomorphism) and, consequently, to express many decomposition problems in terms of polynomial equations. We prove that these equations are, in general, algorithmically unsolvable, but we identify a solvable subclass. Finally, we describe an implementation of the semiring operations for the case of finite cellular automata.
Dennunzio, A., Dorigatti, V., Formenti, E., Manzoni, L., Porreca, A. (2018). Polynomial Equations over Finite, Discrete-Time Dynamical Systems. In Cellular Automata (pp.298-306). Springer Verlag [10.1007/978-3-319-99813-8_27].
Polynomial Equations over Finite, Discrete-Time Dynamical Systems
Dennunzio, A;DORIGATTI, VALENTINA;Manzoni, L
;Porreca, AE
2018
Abstract
We introduce an algebraic approach for the analysis and composition of finite, discrete-time dynamical systems based on the category-theoretical operations of product and sum (coproduct). This allows us to define a semiring structure over the set of dynamical systems (modulo isomorphism) and, consequently, to express many decomposition problems in terms of polynomial equations. We prove that these equations are, in general, algorithmically unsolvable, but we identify a solvable subclass. Finally, we describe an implementation of the semiring operations for the case of finite cellular automata.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.