PERFORMANCE OF A REAL CODED GENETIC ALGORITHM FOR THE CALIBRATION OF SCALAR CONSERVATION LAWS
- 1Universidad Catolica de Temuco
- 2Universidad del Bio-Bio
- 3
- 4Universidad de Concepcion
Journal
ANZIAM Journal
ISSN
1446-1811
1446-8735
Open Access
green
Volume
58
Start page
51
End page
77
This paper deals with the flux identification problem for scalar conservation laws. The problem is formulated as an optimization problem, where the objective function compares the solution of the direct problem with observed profiles at a fixed time. A finite volume scheme solves the direct problem and a continuous genetic algorithm solves the inverse problem. The numerical method is tested with synthetic experimental data. Simulation parameters are recovered approximately. The tested heuristic optimization technique turns out to be more robust than classical optimization techniques.
Name
performance-of-a-real-coded-genetic-algorithm-for-the-calibration-of-scalar-conservation-laws.pdf
Type
Main Article
Size
988.1 KB
Format
Adobe PDF
Checksum
(MD5):5aaf5b2f37dffc4cce23b046504050f1