Parameter estimation of a nonlinear population model with two parameters, growth of a yeast population as an example

Quasilinearization is a powerful numerical method used to obtain the solution of system identification problems. Its major advantages are that it is extremely accurate and quadratically convergent. In this paper, the two parameters of single logistic population are estimated using this method.

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Bibliographic Details
Published in:Ecological modelling 1986, Vol.34 (3), p.191-196
Main Authors: Cheng, Z.B, Li, B.L, Zou, C.S, Que, T.L
Format: Article
Language:English
Subjects:
Animal and plant ecology
Animal, plant and microbial ecology
Animals
Biological and medical sciences
Demecology
Fundamental and applied biological sciences. Psychology
growth models
logistic differential equation
nonlinear programming
plant ecology
population dynamics
population parameters
quasilinearization method
yeasts
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Description
Summary:Quasilinearization is a powerful numerical method used to obtain the solution of system identification problems. Its major advantages are that it is extremely accurate and quadratically convergent. In this paper, the two parameters of single logistic population are estimated using this method.
ISSN:0304-3800
1872-7026
DOI:10.1016/0304-3800(86)90003-7