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. - In: INTERNATIONAL JOURNAL OF FOUNDATIONS OF COMPUTER SCIENCE. - ISSN 0129-0541. - STAMPA. - 22:1(2011), pp. 97-106. [10.1142/S0129054111007861]
LOG-GAIN STOICHIOMETRIC STEPWISE REGRESSION FOR MP SYSTEMS
MARCHETTI, Luca
2011-01-01
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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione
