Neural Computing and Data Fusion Modeling Analysis of the Index System of China's Industrial Modernization Level

ChangChun Yan, Jiajia Zhang
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Abstract

In this paper, the basic theory of neural network introduces the basic concept, development process and application of neural network, analyzes the basic working principle of the network and the relationship between neural network and pattern recognition, and qualitatively demonstrates the basic mechanism of neural network fusion recognition. On the basis of discussing the connotation of current Chinese industrial modernization, a set of 23 specific indicators including industrial system construction, production system construction. The level evaluation index system reveals the regional differentiation characteristics of China's industrial modernization development level. The characteristics of multi-source data have the characteristics of high dimensionality and the shortcomings of the network in solving such problems. Several improved methods of network learning algorithms have been studied.
中国工业现代化水平指标体系的神经计算与数据融合建模分析
本文从神经网络的基本理论入手,介绍了神经网络的基本概念、发展过程和应用,分析了神经网络的基本工作原理以及神经网络与模式识别的关系,定性地论证了神经网络融合识别的基本机理。在论述当前中国工业现代化内涵的基础上,提出了工业体系建设、生产体系建设等23个具体指标。层次评价指标体系揭示了中国工业现代化发展水平的区域分异特征。多源数据的特点具有高维的特点,同时也弥补了网络在解决这类问题时的不足。研究了几种改进的网络学习算法。
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