Title :
On nonoscillation and monotonicity of solutions of nonnegative and compartmental dynamical systems
Author :
Chellaboina, VijaySekhar ; Haddad, Wassim M. ; Bailey, James M. ; Ramakrishnan, Jayanthy
Author_Institution :
Mech. & Aerosp. Eng., Missouri Univ., Columbia, MO, USA
fDate :
3/1/2004 12:00:00 AM
Abstract :
Nonnegative and compartmental dynamical system models are widespread in biological, physiological, and ecological sciences and play a key role in understanding these processes. In the specific field of pharmacokinetics involving the study of drug concentrations (in various tissue groups) as a function of time and dose, nonnegative and compartmental models are vital in understanding system wide effects of pharmacological agents. Since drug concentrations are often assumed to monotonically decline after discontinuation of drug administration, standard pharmacokinetic modeling may ignore the possibility of system oscillation. However, nonnegative and compartmental system models may exhibit nonmonotonic solutions resulting in differences between model predictions and experimental data. In this paper, we present necessary and sufficient conditions for identifying nonnegative and compartmental systems that only admit nonoscillatory and monotonic solutions.
Keywords :
biological tissues; drugs; compartmental dynamical systems; drug concentrations; monotonic solution; nonnegative dynamical systems; nonoscillatory solution; pharmacokinetics; pharmacological agents; system oscillation; tissue groups; Aerodynamics; Aerospace engineering; Biological system modeling; Biology; Drugs; Kinetic theory; Limit-cycles; Predictive models; State-space methods; Sufficient conditions; Algorithms; Biological Clocks; Computer Simulation; Metabolism; Models, Biological; Oscillometry; Pharmaceutical Preparations; Pharmacokinetics; Pharmacology; Systems Theory;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2003.820996