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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 536-537Study on the Ports Cluster in Region Ports Group

Study on the Ports Cluster in Region Ports Group

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Abstract:

In order to analyze and cluster the scale and categories among the Bohai ports group accurately and objectively, ports are expected to be divided among categories of regional port cluster. Considering ports scale can be affected by many different factors, and those factors have different organizations and units, so principal component analysis(PCA) was used to standardize those factors’ data and then calculated the standardize matrix. Afterwards, k-means clustering method was used to analyze the standardize matrix, achieving the goal of clustering ports and planing hierarchical ports layout.Finally,the cluster results can make significant guidance for the development of inter-port cooperation.

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Periodical:

Applied Mechanics and Materials (Volumes 536-537)

Pages:

1684-1687

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.536-537.1684

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Online since:

April 2014

Authors:

Quan Shan Xiao*, Li Li Qu, Feng Rong Zhang, Xin Xu, Guo Cheng Zhao

Keywords:

Hierarchical Ports Layout, K-Means Clustering Analysis, Ports Group, Principal Component Analysis (PCA)

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© 2014 Trans Tech Publications Ltd. All Rights Reserved

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