Medium- and Long-Term Predictions for Coastal Economies Based on Support Vector Regression

doi:10.2112/SI98-018.1

	Medium- and Long-Term Predictions for Coastal Economies Based on Support Vector Regression
	Wang, Yijie
	2019-12
发表期刊	JOURNAL OF COASTAL RESEARCH
页码	71-74
摘要	In this article, we analyze the characteristics of coastal economic development as well as the characteristics of mid- to long-term economic forecasts, expound on the existing shortcomings of current economic forecasting methods, and point out that, because of the high degree of nonlinearity, coupling, and time varying in the coastal economic system, the existing economic forecasting method is not competent. In addition, we analyze the support vector regression algorithm, and on that basis, put forward an idea for medium- and long-term predictions about the coastal economy based on support vector regression and establish a corresponding mathematical model. Jiangmen City, Guangdong Province, China, is used as an application object to show the validity of the model.
关键词	Medium and long term prediction coastal economy support vector regression
DOI	10.2112/SI98-018.1
收录类别	SCI ; SCIE
ISSN	0749-0208
语种	英语
WOS研究方向	Environmental Sciences & Ecology ; Physical Geography ; Geology
WOS类目	Environmental Sciences ; Geography, Physical ; Geosciences, Multidisciplinary
WOS记录号	WOS:000505953800018
出版者	COASTAL EDUCATION & RESEARCH FOUNDATION
原始文献类型	Article
EISSN	1551-5036
引用统计	被引频次[WOS]：0 [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.lzufe.edu.cn/handle/39EH0E1M/10424
专题	商务传媒学院
作者单位	1.Lanzhou Univ Finance & Econ, Sch Business Media, Lanzhou 730000, Gansu, Peoples R China; 2.Lanzhou Univ, Sch Econ, Lanzhou 730000, Gansu, Peoples R China
推荐引用方式 GB/T 7714	Wang, Yijie. Medium- and Long-Term Predictions for Coastal Economies Based on Support Vector Regression[J]. JOURNAL OF COASTAL RESEARCH,2019:71-74.
APA	Wang, Yijie.(2019).Medium- and Long-Term Predictions for Coastal Economies Based on Support Vector Regression.JOURNAL OF COASTAL RESEARCH,71-74.
MLA	Wang, Yijie."Medium- and Long-Term Predictions for Coastal Economies Based on Support Vector Regression".JOURNAL OF COASTAL RESEARCH (2019):71-74.

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