Alternative to Ritt's pseudodivision for finding the input-output equations of multi-output models

作者：Meshkat Nicolette^*; Anderson Chris; DiStefano Joseph J III

来源：Mathematical Biosciences, 2012, 239(1): 117-123.

DOI：10.1016/j.mbs.2012.04.008

• Identifiability
• Differential algebra
• Grobner basis
• Ritt's pseudodivision

Differential algebra approaches to structural identifiability analysis of a dynamic system model in many instances heavily depend upon Ritt's pseudodivision at an early step in analysis. The pseudodivision algorithm is used to find the characteristic set, of which a subset, the input-output equations, is used for identifiability analysis. A simpler algorithm is proposed for this step, using Grobner Bases, along with a proof of the method that includes a reduced upper bound on derivative requirements. Efficacy of the new algorithm is illustrated with several biosystem model examples.

• 出版日期2012-9