INDISTINGUISHABILITY FOR A CLASS OF NONLINEAR COMPARTMENTAL-MODELS

被引:9
作者
CHAPMAN, MJ
GODFREY, KR
VAJDA, S
机构
[1] UNIV WARWICK,DEPT ENGN,COVENTRY CV4 7AL,W MIDLANDS,ENGLAND
[2] BOSTON UNIV,DEPT BIOMED ENGN,BOSTON,MA 02215
基金
英国工程与自然科学研究理事会;
关键词
D O I
10.1016/0025-5564(94)90005-1
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Indistinguishability, as applied to nonlinear compartmental models, is analyzed by means of the local state isomorphism theorem. The method of analysis involves the determination of all local, diffeomorphic transformations connecting the state variables of two models. This is then applied to two two-compartment models, in the first instance with linear eliminations, and then with the addition of eliminations with Michaelis-Menten kinetics. In the nonlinear example, the state transformation turns out to be linear or possibly affine. It is found that the nonlinear analysis could be eased by splitting the state isomorphism equations into those of the initial linear models together with extra equations due to the nonlinearities.
引用
收藏
页码:77 / 95
页数:19
相关论文
共 14 条
[1]  
BELLMAN R, 1970, Mathematical Biosciences, V7, P329, DOI 10.1016/0025-5564(70)90132-X
[2]   A METHODOLOGY FOR COMPARTMENTAL MODEL INDISTINGUISHABILITY [J].
CHAPMAN, MJ ;
GODFREY, KR .
MATHEMATICAL BIOSCIENCES, 1989, 96 (02) :141-164
[3]   GLOBAL IDENTIFIABILITY OF THE PARAMETERS OF NONLINEAR-SYSTEMS WITH SPECIFIED INPUTS - A COMPARISON OF METHODS [J].
CHAPPELL, MJ ;
GODFREY, KR ;
VAJDA, S .
MATHEMATICAL BIOSCIENCES, 1990, 102 (01) :41-73
[4]  
Godfrey K, 1987, IDENTIFIABILITY PARA, V1, P1
[5]   IDENTIFIABILITY AND INDISTINGUISHABILITY OF LINEAR COMPARTMENTAL-MODELS [J].
GODFREY, KR ;
CHAPMAN, MJ .
MATHEMATICS AND COMPUTERS IN SIMULATION, 1990, 32 (03) :273-295
[6]   THE PROBLEM OF MODEL INDISTINGUISHABILITY IN PHARMACOKINETICS [J].
GODFREY, KR ;
CHAPMAN, MJ .
JOURNAL OF PHARMACOKINETICS AND BIOPHARMACEUTICS, 1989, 17 (02) :229-267
[7]   SYSTEM IDENTIFIABILITY BASED ON POWER-SERIES EXPANSION OF SOLUTION [J].
POHJANPALO, H .
MATHEMATICAL BIOSCIENCES, 1978, 41 (1-2) :21-33
[8]   IDENTIFIABILITY AND DISTINGUISHABILITY TESTING VIA COMPUTER ALGEBRA [J].
RAKSANYI, A ;
LECOURTIER, Y ;
WALTER, E ;
VENOT, A .
MATHEMATICAL BIOSCIENCES, 1985, 77 (1-2) :245-266
[9]   EXISTENCE AND UNIQUENESS OF MINIMAL REALIZATIONS OF NONLINEAR-SYSTEMS [J].
SUSSMANN, HJ .
MATHEMATICAL SYSTEMS THEORY, 1977, 10 (03) :263-284
[10]   SIMILARITY TRANSFORMATION APPROACH TO IDENTIFIABILITY ANALYSIS OF NONLINEAR COMPARTMENTAL-MODELS [J].
VAJDA, S ;
GODFREY, KR ;
RABITZ, H .
MATHEMATICAL BIOSCIENCES, 1989, 93 (02) :217-248