An Intelligent Analysis and Decision-Making System for Innovative Entrepreneurial Ecosystem Based on Evolutionary Game Modeling

Abstract

The entrepreneurial ecosystem concept pertains to the environment shaping business activities among a region's entrepreneurial enterprises, providing support elements such as market dynamics, talent pool, policies, infrastructure, and cultural factors. Despite its importance, comprehensive research on its internal structure and evolutionary dynamics remains scarce. Similarly, the strategies regarding governmental management of innovation and entrepreneurship ecosystems in planning, operation, and administration lack in-depth study. This paper addresses these gaps by applying the evolutionary game model for analysis and modeling of entrepreneurial ecosystems. The research constructs an entrepreneurial platform analysis and management decision-making system for governmental use. This system, based on the evolutionary game model, undergoes simulation experiments with the selected entrepreneurial ecosystem sample. Through empirical and comparative experiments, key findings on the development and evolution of entrepreneurial ecosystems are obtained. Policy recommendations for government-led entrepreneurial ecosystem management are also provided. The algorithm's efficacy is validated through verification, reinforcing the credibility of the research outcomes.