A SIMPLE AND POWERFUL METHOD OF PARAMETER-ESTIMATION USING SIMPLEX OPTIMIZATION

Authors
Citation
Jf. Devlin, A SIMPLE AND POWERFUL METHOD OF PARAMETER-ESTIMATION USING SIMPLEX OPTIMIZATION, Ground water, 32(2), 1994, pp. 323-327
Citations number
15
Categorie Soggetti
Geosciences, Interdisciplinary","Water Resources
Journal title
ISSN journal
0017467X
Volume
32
Issue
2
Year of publication
1994
Pages
323 - 327
Database
ISI
SICI code
0017-467X(1994)32:2<323:ASAPMO>2.0.ZU;2-V
Abstract
The need for objective parameter estimates is common in hydrogeology. The simplex optimization algorithm provides a fast, simple, and versat ile method for making such estimates when used to minimize the residua ls sum of squares between calculated and observed data points. Example s of the method applied to Fick's Second Law, the advection dispersion equation, and the integrated Monod kinetics equation illustrate its u tility. Compiled programs have been developed, and are available on re quest, for the estimation of diffusion coefficients, contaminant trans port parameters (average linear groundwater velocities, dispersivities , porosities), and biodegradation kinetic constants.