Numerical bifurcation analysis of delay differential equations arising from physiological modeling

被引:63
作者
Engelborghs, K [1 ]
Lemaire, V
Bélair, J
Roose, D
机构
[1] Katholieke Univ Leuven, Dept Comp Sci, Louvain, Belgium
[2] Univ Montreal, Dept Phys, Montreal, PQ H3C 3J7, Canada
[3] Univ Montreal, Ctr Rech Math, Montreal, PQ H3C 3J7, Canada
[4] Univ Montreal, Dept Math & Stat, Montreal, PQ H3C 3J7, Canada
[5] Univ Montreal, Inst Genie Biomed, Montreal, PQ H3C 3J7, Canada
[6] McGill Univ, Ctr Nonlinear Dynam Physiol & Med, Montreal, PQ, Canada
关键词
delay differential equations; bifurcation analysis; numerical methods; physiological modeling;
D O I
10.1007/s002850000072
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper has a dual purpose. First, we describe numerical methods for continuation and bifurcation analysis of steady state solutions and periodic solutions of systems of delay differential equations with an arbitrary number of fixed. discrete delays. Second. we demonstrate how these methods can be used to obtain insight into complex biological regulatory systems in which interactions occur with time delays: for this, we consider a system of two equations for the plasma glucose and insulin concentrations in a diabetic patient subject to a system of external assistance. The model has two delays: the technological delay of the external system, and the physiological delay of the patient's liver. We compute stability of the steady state solution as a function of two parameters, compare with analytical results and compute several branches of periodic solutions and their stability. These numerical results allow to infer two categories of diabetic patients for which the external system hits different efficiency.
引用
收藏
页码:361 / 385
页数:25
相关论文
共 26 条
[1]  
[Anonymous], 1997, AUTO 97: Continuation and Bifurcation Software for Ordinary Differential Equations, user's Manual
[2]  
[Anonymous], TW305 KU LEUV DEP CO
[3]   AN ARTIFICIAL BETACELL - ASSESSMENT OF THE GLUCOSE ANALYZER, INFUSION SYSTEM AND OPTIMIZATION OF CONSTANTS FOR THE ALGORITHMS [J].
CHRISTIANSEN, JS ;
SVENDSEN, PA ;
SOEGAARD, U ;
FRANDSEN, M ;
MATHIESEN, E ;
WINTHER, K ;
DECKERT, T .
SCANDINAVIAN JOURNAL OF CLINICAL & LABORATORY INVESTIGATION, 1981, 41 (07) :647-654
[4]   Collocation methods for the computation of periodic solutions of delay differential equations [J].
Engelborghs, K ;
Luzyanina, T ;
In't Hout, KJ ;
Roose, D .
SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2000, 22 (05) :1593-1609
[5]   Numerical computation of stability and detection of Hopf bifurcations of steady state solutions of delay differential equations [J].
Engelborghs, K ;
Roose, D .
ADVANCES IN COMPUTATIONAL MATHEMATICS, 1999, 10 (3-4) :271-289
[6]   EFFECTIVE COMPUTATION OF PERIODIC-ORBITS AND BIFURCATION DIAGRAMS IN DELAY EQUATIONS [J].
HADELER, KP .
NUMERISCHE MATHEMATIK, 1980, 34 (04) :457-467
[7]  
Hale J.K., 1993, INTRO FUNCTIONAL DIF, DOI 10.1007/978-1-4612-4342-7
[8]  
Hassard BD, 1981, LONDON MATH SOC LECT, V41, DOI DOI 10.1090/CONM/445
[9]   GLUCOSE CLAMPS WITH THE BIOSTATOR - A CRITICAL REAPPRAISAL [J].
HEINEMANN, L ;
AMPUDIABLASCO, FJ .
HORMONE AND METABOLIC RESEARCH, 1994, 26 (12) :579-583
[10]  
Hepp K D, 1980, Journ Annu Diabetol Hotel Dieu, P23