NONLINEAR DECOMPOSITION PRINCIPLE AND FUNDAMENTAL MATRIX SOLUTIONS FOR DYNAMIC COMPARTMENTAL SYSTEMS

被引:5
作者
Coskun, Huseyin [1 ]
机构
[1] Univ Georgia, Dept Math, Athens, GA 30602 USA
来源
DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B | 2019年 / 24卷 / 12期
关键词
Nonlinear decomposition principle; fundamental matrix solutions; dynamic system and subsystem decomposition; complex systems theory; nonlinear dynamic compartmental systems; diact flows and storages; dynamic input-output analysis; dynamic input-output economics; epidemiology; infectious diseases; toxicology; pharmacokinetics; neural networks; chemical and biological systems; control theory; information theory; information diffusion; social networks; computer networks; malware propagation; traffic flow;
D O I
10.3934/dcdsb.2019155
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
A decomposition principle for nonlinear dynamic compartmental systems is introduced in the present paper. This theory is based on the mutually exclusive and exhaustive, analytical and dynamic, novel system and subsystem partitioning methodologies. A deterministic mathematical method is developed for the dynamic analysis of nonlinear compartmental systems based on the proposed theory. The dynamic method enables tracking the evolution of all initial stocks, external inputs, and arbitrary intercompartmental flows as well as the associated storages derived from these stocks, inputs, and flows individually and separately within the system. The transient and the dynamic direct, indirect, acyclic, cycling, and transfer (diact) flows and associated storages transmitted along a given flow path or from one compartment-directly or indirectly-to any other are then analytically characterized, systematically classified, and mathematically formulated. Thus, the dynamic influence of one compartment, in terms of flow and storage transfer, directly or indirectly on any other compartment is ascertained. Consequently, new mathematical system analysis tools are formulated as quantitative system indicators. The proposed mathematical method is then applied to various models from literature to demonstrate its efficiency and wide applicability.
引用
收藏
页码:6553 / 6605
页数:53
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