Genetic Programming and Standardization in Water Temperature Modelling
Joint Authors
Val, Rafael
Prats, Jordi
Arganis, Maritza
Dolz, Josep
Rodríguez, Katya
Domínguez, Ramón
Source
Issue
Vol. 2009, Issue 2009 (31 Dec. 2009), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2009-09-10
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
An application of Genetic Programming (an evolutionary computational tool) without and with standardization data is presented with the aim of modeling the behavior of the water temperature in a river in terms of meteorological variables that are easily measured, to explore their explanatory power and to emphasize the utility of the standardization of variables in order to reduce the effect of those with large variance.
Recorded data corresponding to the water temperature behavior at the Ebro River, Spain, are used as analysis case, showing a performance improvement on the developed model when data are standardized.
This improvement is reflected in a reduction of the mean square error.
Finally, the models obtained in this document were applied to estimate the water temperature in 2004, in order to provide evidence about their applicability to forecasting purposes.
American Psychological Association (APA)
Arganis, Maritza& Val, Rafael& Prats, Jordi& Rodríguez, Katya& Domínguez, Ramón& Dolz, Josep. 2009. Genetic Programming and Standardization in Water Temperature Modelling. Advances in Civil Engineering،Vol. 2009, no. 2009, pp.1-10.
https://search.emarefa.net/detail/BIM-465262
Modern Language Association (MLA)
Arganis, Maritza…[et al.]. Genetic Programming and Standardization in Water Temperature Modelling. Advances in Civil Engineering No. 2009 (2009), pp.1-10.
https://search.emarefa.net/detail/BIM-465262
American Medical Association (AMA)
Arganis, Maritza& Val, Rafael& Prats, Jordi& Rodríguez, Katya& Domínguez, Ramón& Dolz, Josep. Genetic Programming and Standardization in Water Temperature Modelling. Advances in Civil Engineering. 2009. Vol. 2009, no. 2009, pp.1-10.
https://search.emarefa.net/detail/BIM-465262
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-465262