信息技术产业创新发展的演化复杂路径研究

信息技术产业创新发展的研究具有现实意义。通过文献研究建立信息技术产业创新演化复杂系统研究框架，汇总认知角度的创新层次、产业演化以及演化研究工具和方法等相关研究情况，认为应重视动态、演化和复杂系统的特点，政府介入推动自组织网络的高效率演化和发展，促进网络化学习，避免低端依赖，促进创新效率。创新系统研究应包含认知领域的相关成果，利用演化计算和机器学习方法构建模型，提升对真实行为的模拟仿真和解释能力。

The Evolutionary Complex Path of Information Technology Industry Innovation and Development

Research on the innovation and development of the information technology industry has practical significance. Establish a research framework for the complex system of innovation and evolution of the information technology industry through literature research, and summarize relevant research situations such as the level of innovation, industrial evolution, and research tools and methods of evolution from a cognitive perspective. Government should improve the high-efficiency evolution and development of self-organizing networks to promote network learning, avoid low-end dependence, and increase innovation efficiency. Research on innovative systems should include relevant achievements in the field of cognition, use evolutionary computing and machine learning methods to build models, and improve simulation and interpretation of real behaviors.