Abstract
There are many influencing factors in the entrepreneurial process, which lead to a variety of unknown situations in the entrepreneurial process and affect the entrepreneurial process. In order to improve the effect of entrepreneurial analysis, this paper improves the traditional machine learning algorithm and proposes an entrepreneurial dynamic model based on improved machine learning. Aimed at the opportunistic behavior of the following venture capital institution under joint investment, this paper constructs an evolutionary game model between the leading venture capital institution and the following venture capital institution under joint investment and constructs an industrial cluster knowledge fusion and entrepreneurial innovation model. Moreover, this paper confirms through the structural equation model that the use of information fusion technology can improve the effectiveness and comprehensiveness of internal and external knowledge of industrial clusters. In addition, this paper uses experimental analysis methods to evaluate the performance of the entrepreneurial dynamic model constructed in this paper. From the research results, it can be seen that the system constructed in this paper has a certain effect.
Highlights
Today’s economy has been dubbed a series of names such as knowledge economy, information economy, high-tech economy, and new economy, which is quite different from the previous economy characterized by low-intellectual labor
In order to be in line with the fundamental interests of economic development, the long-term stable development of China’s economy must enable rapid and stable adjustments to the economic structure and gradually transform China’s economic development mode
The emergence and development of the entrepreneurial economy are closely related to the knowledge economy, which is very different from the management economy
Summary
Today’s economy has been dubbed a series of names such as knowledge economy, information economy, high-tech economy, and new economy, which is quite different from the previous economy characterized by low-intellectual labor. Capital, and land are the main factors driving economic growth in the traditional management economy model; the core content of the entrepreneurial economy is to regard entrepreneurs and entrepreneurial spirit as an indispensable and important element of the economic form and to promote economic development. With the progress of China’s reform and opening up, the adjustment of the economic structure, the continuous deepening of the reform of state-owned enterprises, and the rapid rise of non-state-owned enterprises, new ventures have become an indispensable main component of China’s national economy. It can be seen that entrepreneurial activities are of great significance to technological innovation, productivity improvement, employment increase, and national economic growth. This point has been recognized and confirmed by many scholars. Through effective analysis of the model, the entrepreneurial process is studied, and on this basis, the efficiency of entrepreneurial analysis is further improved
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