Application of Clustering Algorithm in Corporate Strategy and Risk

Abstract

With the increasing rise of market mechanism and corporate strategic management theory, many companies, especially listed companies, take diversification as their basic strategy. As the main source of power to promote the rapid development of China’s economy, listed companies have also changed the way of China’s economic development. It increases the speed of economic development, improves the level of economic technology, and accelerates the process of economic internationalization. Any economic behavior of an enterprise involves risks. As the development plan to mobilize the overall interests of the enterprise, the strategy will definitely involve the long-term development direction of the enterprise. Enterprise strategic deployments to strategic managements are affected by risk control elements. Strategic risk, as an unavoidable practical problem for enterprises, must be managed. Managing strategic risk is the key to effectively evaluate the management and control system. In order to solve this problem, this paper introduces a clustering algorithm, classifies the strategic risk of diversification, and analyzes its causes. For an in-depth analysis of the risks that diversification will face, this paper selects the case of the enterprise’s diversification development to carry out the research. It conducts in-depth analysis and research on its basic situation, diversification strategy, dilemma, and behavior. The experimental results show that the financial leverage coefficients of the company in the four quarters are 24.64, 3.93, 104.71, and 6.59 respectively. From the numerical value, it can be concluded that the enterprise is in a high-risk state and the strategic risk status of the company can be accurately judged.