MP systems are a class of P systems introduced for modeling metabolic processes. Here a regression method is presented for deducing a MP system exhibiting the dynamics of an observed metabolic system. In the procedure here described the knowledge of the stoichiometry of the system is combined with the log-gain principle of MP systems and is integrated with the Least Square Estimation method and with the stepwise regression approximation.

LOG-GAIN STOICHIOMETRIC STEPWISE REGRESSION FOR MP SYSTEMS

MANCA, Vincenzo;MARCHETTI, Luca
2011

Abstract

MP systems are a class of P systems introduced for modeling metabolic processes. Here a regression method is presented for deducing a MP system exhibiting the dynamics of an observed metabolic system. In the procedure here described the knowledge of the stoichiometry of the system is combined with the log-gain principle of MP systems and is integrated with the Least Square Estimation method and with the stepwise regression approximation.
Metabolic P systems; Discrete dynamics; Inverse dynamics; Approximation; Stepwise regression
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11562/347823
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