基于BP-VRM的工业化对信息化促进效率评价

科研管理 ›› 2015, Vol. 36 ›› Issue (12) : 164-171.

论文

朱方伟, 马跃

作者信息 +

The evaluation of the promotion efficiency from industrialization to informatization using BP-VRM

Zhu Fangwei, Ma Yue

Author information +

文章历史 +

摘要

首次对工业化对信息化的促进效率进行了定义,并从投入产出角度构建了全要素效率评价指标。利用VRM方法可以处理负投入或者负产出的特点和BP神经网络的非线性特征和自适应性,提出一种新的效率评价模型——BP-VRM (variant of the radial measure)方法,并对我国30个省市2003年到2011年的工业化对信息化的促进效率进行了分析。主要结论有:1.西部地区省市的工业化对信息化促进效率平均值要高于中部和东部,中部最低。2.各省份之间的促进效率差距在逐步缩小。

Abstract

Firstly, this paper defines promotion efficiency from Industrialization to Informatization before builds the total-factor evaluation indices for promotion efficiency. Then proposes a new model——BP-VRM model, which combines the advantage of VRM in dealing with negative data and the non-linear and adaptivity characteristic of BP neural network. Then the new model is applied to analyze promotion efficiencies of 30 provinces from 2003 to 2011. The main conclusions are:firstly, the average value of the promotion efficiency in western region is larger than middle region and eastern region, followed by eastern region; and secondly, the gap of promotion efficiency among provinces is becoming narrower and narrower.

导出引用

朱方伟, 马跃. 基于BP-VRM的工业化对信息化促进效率评价[J]. 科研管理. 2015, 36(12): 164-171

Zhu Fangwei, Ma Yue. The evaluation of the promotion efficiency from industrialization to informatization using BP-VRM[J]. Science Research Management. 2015, 36(12): 164-171

中图分类号： F423

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