Analysis and Forecasting on the Relationship between Port Logistics Capacity and Coastal Marine Economic Growth Based on PKNN in Case of Zhejiang Province

Zhibin Li, Lingling Wang, Haichuan Lou
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引用次数: 1

Abstract

A priori knowledge neural network is presented to model on the relationship between the port logistics capacity and coastal marine economic growth in Zhejiang province in China. Compared to other methods (such as general GM (1, 1) based time series model), the PKNN with multivariate and time series method has better performance. And, it is validated by predicting the level of coastal ocean economic development in Zhejiang from the year 2011 to 2020.
基于PKNN的港口物流能力与沿海海洋经济增长关系分析与预测——以浙江省为例
采用先验知识神经网络对浙江省港口物流能力与沿海海洋经济增长之间的关系进行了建模。与其他方法(如基于通用GM(1,1)的时间序列模型)相比,多元时间序列方法的PKNN具有更好的性能。并通过对2011 - 2020年浙江沿海海洋经济发展水平的预测进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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