Innovation of new generation entrepreneurs is crucial to the development of a country. Empirical research method can analyze the history and current situation, but it is difficult to reflect the dynamic process and evolution trend under different scenarios. In this paper, we adopt computational experiment method to model the decision-making process of new generation entrepreneurs. Multi-agent evolution model is constructed to simulate individual behavior of different types of new generation entrepreneurs under different scenarios. By the comparison of different results, it analyses the evolutionary rules of innovation behaviors and explores guidance policies to promote entrepreneurs’ innovation behavior and achieve better innovation performance. The experimental results show that although internal elements such as individual’s innovative spirit, innovative ability and cognition of social capital determine the innovation intention, the capital, technology and talent conditions are also very important for innovation implementation. New generation entrepreneurs with different risk preferences should objectively evaluate and treat innovation risks according to their own characteristics. This helps to reduce the negative impact of innovation risk on continuous innovation. Meanwhile, government should pay attention to establishing risk guarantee mechanism such as innovation insurance fund to promote the innovation of new generation entrepreneurs.

中文翻译：

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不同场景下新生代企业家创新行为演化研究

新一代企业家的创新对于一个国家的发展至关重要。实证研究方法可以分析历史和现状，但难以反映不同情景下的动态过程和演变趋势。在本文中，我们采用计算实验方法对新一代企业家的决策过程进行建模。构建多智能体进化模型，模拟不同类型新生代创业者在不同场景下的个体行为。通过对不同结果的比较，分析创新行为的演化规律，探索促进企业家创新行为、实现更好创新绩效的引导政策。实验结果表明，虽然个体的创新精神等内在因素，创新能力和社会资本认知决定创新意向，资本、技术和人才条件对创新实施也很重要。不同风险偏好的新生代创业者应根据自身特点客观评价和对待创新风险。这有助于降低创新风险对持续创新的负面影响。同时，政府应重视建立创新保险基金等风险保障机制，促进新一代企业家的创新。不同风险偏好的新生代创业者应根据自身特点客观评价和对待创新风险。这有助于降低创新风险对持续创新的负面影响。同时，政府应重视建立创新保险基金等风险保障机制，促进新一代企业家的创新。不同风险偏好的新生代创业者应根据自身特点客观评价和对待创新风险。这有助于降低创新风险对持续创新的负面影响。同时，政府应重视建立创新保险基金等风险保障机制，促进新一代企业家的创新。