Published in: 10th International River Engineering Conference
COI code: IREC10_015
Paper Language: English
How to Download This Paper
For Downloading the Fulltext of CIVILICA papers please visit the orginal Persian Section of website.
Authors Predictive Modeling of Discharge in compound open channel by Support vector machine techniqueAbbas Parsaie - Ph.D. Candidate of hydro structures, Department of water Engineering, Lorestan University, KhorramAbad, Iran
HojattAllah Yonesi - Assistant Professor of Water Engineering, Lorestan University, KhorramAbad, Iran
Shadi najafian - M.Sc. Candidate of hydro structures, Department of water Engineering, Lorestan University, KhorramAbad, Iran
Abstract:Modeling of river phonemes is one of the main parts in Hydraulic engineering studies. Predicting the discharge in the compound open channel is the main subject of the river engineer researches. In this study the support vector machine (SVM) technique is used to predict the discharge in the compound open channel. The result of the error indexes shows that the best accuracy of the SVM by correlation coefficient0.99is related to the SVM model which includes the radial basis function (RBF) as kernel function. During the SVM model process obtained 0.00005 for the gamma coefficient, epsilon is equal to 0.1 and C=1.
Keywords:Compound open channel, Support vector machine, discharge prediction, river hydraulic
COI code: IREC10_015
how to cite to this paper:If you want to refer to this article in your research, you can easily use the following in the resources and references section:
Parsaie, Abbas; HojattAllah Yonesi & Shadi najafian, 2015, Predictive Modeling of Discharge in compound open channel by Support vector machine technique, 10th International River Engineering Conference, اهواز, دانشگاه شهيد چمران اهواز, https://www.civilica.com/Paper-IREC10-IREC10_015.htmlInside the text, wherever referred to or an achievement of this article is mentioned, after mentioning the article, inside the parental, the following specifications are written.
First Time: (Parsaie, Abbas; HojattAllah Yonesi & Shadi najafian, 2015)
Second and more: (Parsaie; Yonesi & najafian, 2015)
For a complete overview of how to citation please review the following CIVILICA Guide (Citation)
Research Info Management
Export Citation info of this paper to research management softwares
New Related Papers
- Indigenous Coping Capacities at Water-logging Condition in Kopotaksho Basin Area (KBA), Bangladesh
- Track down the past: Zhengguo Canal System of China some 2000 years ago
- ANATOLIAN WATER CIVILIZATION / THE ANATOLIAN KHAREZES
- Water Management of Western Ghats (India) tribals and practices of their age-old wisdom
- Traditional Timing of Qanat Water Shares
The Above articles are recently indexed in the related subjects
Iran Scientific Advertisment Netword
Share this paper
WHAT IS COI?
COI is a national code dedicated to all Iranian Conference and Journal Papers. the COI of each paper can be verified online.