在数字化下,在区域创新生态系统中,对知识传播模式的动态分析和最佳控制
Zitong He1, Haijun Wang2, Yuhan Hu3
1School of Management, Shenyang University of Technology, Shenyang, 110870, China.
Scientific reports
|June 7, 2024
概括
数字技术通过改善代理人互动和学习来增强区域创新生态系统中的知识传播. 这样可以优化资源分配,促进生态系统的可持续发展.
科学领域:
- 创新研究 研究 创新研究
- 信息科学 信息科学 信息科学
- 生态系统动力学 生态系统动力学
背景情况:
- 知识传播对于区域创新效率和生态系统演变至关重要.
- 数字赋权改变了创新生态系统,实现了更好的资源配置和可持续发展.
研究的目的:
- 为数字化区域创新生态系统传播知识提出一个SEIR (易受感染-感染-恢复) 模型.
- 分析数字技术对知识传播动态和效率的影响.
主要方法:
- 开发和分析用于知识传播的SEIR模型.
- 计算基本复制数和验证模型稳定性的计算.
- 导出最佳控制系统和参数表达式的导出.
主要成果:
- 代理人的知识传播能力,接触率,数字传输和自我学习能力显著影响传播效率,广度和系统结构.
- 数字技术打破了知识孤岛,增强了知识的吸收,增加了传播率.
- 模型的稳定性得到了验证,并确定了最佳控制参数.
结论:
- 数字化通过提高代理能力和互动来增强区域创新生态系统中的知识传播.
- 调查结果为企业和政府提供了有价值的管理见解,以促进创新和可持续发展.
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