4.6 Article

Evolution Process and Simulation of Advanced Equipment Manufacturing Innovation Network Based on Intelligent System

期刊

BIG DATA
卷 10, 期 3, 页码 204-214

出版社

MARY ANN LIEBERT, INC
DOI: 10.1089/big.2020.0387

关键词

intelligent system; advanced equipment manufacturing; innovation network; evolution process; experimental simulation

资金

  1. Construction project of applied characteristic discipline in Hunan Province (Computer Science and Technology) [71771083, 72024064]
  2. National Natural Science Foundation of China [2019JJ70044]
  3. Provincial Natural Science Foundation of Hunan [20A298]
  4. Research Projects of Hunan Provincial Department of Education

向作者/读者索取更多资源

This study conducted simulation experiments to demonstrate the evolution process of the innovation network in advanced equipment manufacturing, revealing different changes in clustering coefficient and average distance at different stages, but eventually stabilizing.
With the widespread application of intelligent systems in major industries, the traditional equipment manufacturing industry has gradually shifted to advanced equipment manufacturing. The innovation network of an industry directly affects the innovation capability of the industry, so the research of innovation network has always been the focus of attention. However, there are few researches on the innovation network of advanced equipment manufacturing industry, so this article has launched an in-depth study on it. First, it analyzes the basic geometric characteristics of the innovation network. Then, based on the small-world network model, an evolution model of the advanced equipment manufacturing innovation network was created, and simulation experiments were performed on the evolution model. The experimental results show that the clustering coefficient and the average distance showed different changes in different stages, but in the end they all gradually stabilized. The clustering coefficient was 0.484, the average distance was 1.854, and the degree of small cosmos was 0.497. This shows that the innovation network evolution model established in this study can reveal the evolution process of the innovation network of advanced equipment manufacturing through simulation experiments.

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