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《现代交通》是IVY出版社旗下的一本关注交通建设及运输管理的综合性国际期刊,主要刊登有关交通工程学、系统工程学、道路工程学等领域内最新研究进展的学术性论文、评论性文章和研究综述性文章,旨在为该领域内的专家、学者、科研人员、管理人员提供一个良好的传播、分享和探讨学科研究进展的交流平台,反映学术前沿水平,促进学术交流,把握交通运输技术理论和实践前沿、研究水平和发展方向。本刊可接收中、英文稿件。其中,中文稿件要有详细的英文标题、作者、单位、摘要…… 【更多】 《现代交通》是IVY出版社旗下的一本关注交通建设及运输管理的综合性国际期刊,主要刊登有关交通工程学、系统工程学、道路工程学等领域内最新研究进展的学术性论文、评论性文章和研究综述性文章,旨在为该领域内的专家、学者、科研人员、管理人员提供一个良好的传播、分享和探讨学科研究进展的交流平台,反映学术前沿水平,促进学术交流,把握交通运输技术理论和实践前沿、研究水平和发展方向。

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Paper Infomation

Throughput Prediction of Fishing Goods Based on the Grey Multiple Linear Regression Method

Full Text(PDF, 145KB)

Author: Changping Chen, Changlu Zhou, Xueda Zhao, Yanna Zheng, Xianying Shi

Abstract: Based on the grey prediction method and multiple linear regression method, the grey multiple linear regression method was presented. This method was applied to the throughput prediction of fishing goods according to five fishing ports’ actual throughput data. The result of comparing the calculating conclusion to the time series one-dimensional linear regression method and grey prediction method proved that the method of calculation and analyzing was more effective and the forecasting precision was higher.

Keywords: Throughput of Fishing Goods; Prediction Method; Multiple Linear Regression Method

References:

[1] Huihui Sun. Study on Coastal Fishing Ports Distribution of Shandong Province [D].Ocean University of China. 2009

[2] Jinsong Gui. Prediction Methods Inquire of Fish-unloading Capacity Developing Level in a Fishing Port [J]. Journal of Dalian Fisheries College,1995,10(3): 75-78

[3] Zijian Guo. Port Planning and Layout[M].Beijing: China Communications Press, 2011.6

[4] Juncheng Li, Guohua Chen, Xiaofang Shi. Grain Yield Forecasting Based on Grey Multivariable Linear Regression[J].Journal of Anhui AgriSci, 2010, 38(16): 8281-8282

[5] Hao Ding, Rong Rong. Electricity Consumption Forecasting of Shandong Based on Multivariate Linear Regression Model and Gray Theory [J]. HENAN SCIENCE,2013,31(9):1535-1539

[6] Bianping Su, Yanping Cao. Analysis of Multiple Linear Regression Based on Grey Systems Theory [J]. MATHEMATICS IN PRACTICE AND THEORY, 2006,36(8): 219-222

[7] Shucai Tai, Wenyu Sun, Juanjuan He, eds. Application of Mathematical Statistics (2nd edition)[M]. Wuhan: Wuhan University Press, 2005.7

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