A PERFORMANCE MANAGEMENT METHOD OF ENTERPRISE BLOCKCHAIN BASED ON GENETIC ALGORITHM-NEURAL NETWORK ENVIRONMENT

【Author】 Zhang, Bin

【Source】FRESENIUS ENVIRONMENTAL BULLETIN

【影响因子】0.618

【Abstract】Performance management is currently the most important link in the development of an enterprise. It has a profound impact on the cost management, energy saving, emission reduction and sustainable development of enterprises. Enterprise performance management involves a wide range of aspects and professions, and traditional management methods and evaluation results do not conform to actual conditions. In order to solve the current shortcomings in corporate performance management, a corporate blockchain performance management system based on genetic algorithm-neural network environment was proposed. This method uses genetic algorithms to optimize neural networks. The experimental results also prove that the improved algorithm shortens the convergence time and reduces operation errors. Furthermore, it can effectively reduce the operating cost of the enterprise, and realize energy conservation, emission reduction and sustainable development of the enterprise In addition, a performance management system based on blockchain technology is designed, which combines current blockchain technology with a neural network optimized by genetic algorithms. In order to verify whether the system improves the efficiency and development environment of corporate performance management, we systematically analyzed the user experience satisfaction of employees before and after using the system. That is, the anonymous method is used to statistically analyze the experience satisfaction of 500 employees of an enterprise in the five aspects of compensation system, evaluation system, management ability, employee motivation, and cost optimization before and after using the system. The results show that the satisfaction level after optimization is over 97%, which is 30% higher than before optimization. This proves that the performance management system based on blockchain technology has a positive impact on the performance management of enterprises. This system improves the cost management efficiency of the enterprise, optimizes the enterprise environment, and is conducive to energy saving, emission reduction and sustainable development of the enterprise.

【Keywords】Enterprise environment; energy saving and emission reduction; genetic algorithm; neural network; blockchain

【发表时间】2021

【收录时间】2022-01-02

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