Using Artificial Intelligence to Retrieve the Optimal Parameters and Structures of Adaptive Network-Based Fuzzy Inference System for Typhoon Precipitation Forecast Modeling

Table 1

The adopted typhoon events among training, validation, and testing stage.

	Typhoon name	Time period of typhoon warning	Total precipitation (mm)	Data number	Total data number
Training	Utor	2001/07/03~2001/07/05	92	46	804
	Toraji	2001/07/28~2001/07/31	51	75
	Lekima	2001/09/24~2001/09/28	167	91
	Haiyan	2001/10/15~2001/10/16	150	27
	Sinlaku	2002/09/05~2002/09/08	355	73
	Haitang	2005/07/16~2005/07/20	399	75
	Matsa	2005/08/04~2005/08/06	1271	54
	Talim	2005/08/30~2005/09/01	328	51
	Khanun	2005/09/10~2005/09/11	132	27
	Sepat	2007/08/16~2007/08/19	218	66
	Wipha	2007/09/17~2007/09/19	504	42
	Krosa	2007/10/05~2007/10/07	709	63
	Fung-Wong	2008/07/27~2008/07/29	120	57
	Jangmi	2008/09/27~2008/09/29	249	57
Validation	Nari	2001/09/15~2001/09/19	937	111	421
	Dujuan	2003/08/31~2003/09/02	80	42
	Rananim	2004/08/11~2004/08/12	424	36
	Aere	2004/08/23~2004/08/26	1559	69
	Nock-Ten	2004/10/24~2004/10/25	286	42
	Nanmadol	2004/12/03~2004/12/04	115	24
	Longwang	2005/10/01~2005/10/03	172	51
	Kalmaegi	2008/07/17~2008/07/18	67	46
Testing	Mindulle	2004/06/29~2004/07/02	74	72	252
	Sinlaku	2008/09/12~2008/09/15	1084	87
	Morakot	2009/08/06~2009/08/10	493	93