Simulation Research on Comprehensive Model of Enterprise Digital Transformation Based on Improved Genetic Algorithm

Digital technology is fundamentally changing the operation mode of existing organizations. Enterprises in almost all industries have taken various measures to explore the use of brand-new digital technology to change their key business operations, products and processes, and face the profound changes of technology and market environment in the digital economy era. In this paper, the digital transformation of enterprises is further analyzed based on the improved GA(genetic algorithm), and a comprehensive model is built in this paper. The improved GA can approach the optimal solution within the 10th generation, while the pre-improved GA only approaches the optimal solution around the 35th generation, which shows that the optimization speed of the improved GA is obviously faster than that of the traditional GA. The improved GA ensures that the algorithm converges to the optimal solution quickly and the speed of the algorithm is guaranteed. Digital transformation based on improved GA is defined as the iterative organizational process implemented by enterprises on the basis of data digitization and process digitization. It uses incremental and innovative digital technology to change the organizational structure, process, personnel ability and infrastructure, and helps enterprises develop new business models and core competitiveness in the digital environment.