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2009 International Joint Conference on Artificial Intelligence
Application of Group Method of Data Handling to Strean-Way Transition
Hainan Island, China
April 25-April 26
ISBN: 978-0-7695-3615-6
The main purpose of this paper is to predict stream-way transition with group method of data handling (GMDH). Therefore, the downstream stream-way transition according to the upstream conditions is forecasted by group method of data handling. Five main factors may affect the stream-way transition include inflow position, inflow angle, slope, flow discharge, and sand content of suspended sediment. We selected some cross sections of Ta-Chia River in Taiwan as a case study. The results show that GMDH has better performance than the traditional linear regression method.
Index Terms:
stream-way transition; group method of data handling; linear regression method
Citation:
Shih-Wei Ma, Chang-Huan Kou, Li Chen, An-Pei Wang, "Application of Group Method of Data Handling to Strean-Way Transition," jcai, pp.301-304, 2009 International Joint Conference on Artificial Intelligence, 2009
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