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Inverse Dynamical Problems: An Algebraic Formulation Via MP Grammars

Opened Access Inverse Dynamical Problems: An Algebraic Formulation Via MP Grammars
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Autor: Manca, Vincenzo
Marchetti, Luca
Fecha: 2012
Publicado en: Proceedings of the Tenth Brainstorming Week on Membrane Computing, (2)1-16. Sevilla, E.T.S. de Ingeniería Informática, 30 de Enero-3 de Febrero, 2012,
ISBN/ISSN: 978-84-940056-6-4
Tipo de documento: Ponencia
Resumen: Metabolic P grammars are a particular class of multiset rewriting grammars introduced in the MP systems' theory for modelling metabolic processes. In this paper, a new algebraic formulation of inverse dynamical problems, based on MP grammars and Kronecker product, is given, for further motivating the correctness of the LGSS (Log-gain Stoichiometric Stepwise) algorithm, introduced in 2010s for solving dynamical inverse problems in the MP framework. At the end of the paper, a section is included that introduces the problem of multicollinearity, which could arise during the execution of LGSS, and that de nes an algorithm, based on a hierarchical clustering technique, that solves it in a suitable way.
Tamaño: 423.4Kb
Formato: PDF

URI: http://hdl.handle.net/11441/34054

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