Title :
Construction of growth models using linear differential equations
Author :
Greitans, Modris ; Hermanis, Evalds ; Greitane, Andra
Abstract :
The paper is focused on the problem of growth models, which can be derived from linear differential equations. Two cases are investigated - higher than second order equation with constant coefficients and first order equation with time-varying coefficient. It is shown that under certain conditions in the first case it is possible to obtain sigmoidal solution, while in the second case the solution can be a bell-shaped or a sigmoidal . The applicability of proposed model for human and broilers growth is demonstrated from the points of view of approximation and prediction.
Keywords :
linear differential equations; physiological models; time-varying systems; bell-shaped function; broilers growth model construction; constant coefficients; first order equation; human growth model construction; linear differential equation; sigmoidal solution; time-varying coefficient; Acceleration; Animals; Biological system modeling; Differential equations; Economic forecasting; Humans; Linear approximation; Logistics; Predictive models; Shape; Growth models; approximation and prediction of process; linear differential equations;
Conference_Titel :
EUROCON 2009, EUROCON '09. IEEE
Conference_Location :
St.-Petersburg
Print_ISBN :
978-1-4244-3860-0
Electronic_ISBN :
978-1-4244-3861-7
DOI :
10.1109/EURCON.2009.5167613