Computer-Aided Railway Operations Human Resources Optimization and Performance Evaluation

With the increasingly complex business environment, the rational allocation of human resources and the improvement of personnel utilization efficiency have become key factors for enterprises to maintain competitiveness. In this paper, a computer-aided human resources optimization solution is proposed to address this issue. This solution establishes a scientific optimization model, designs efficient hybrid intelligent optimization algorithms, and develops a complete optimization management system. Through in-depth analysis of human resources and business data, combined with actual enterprise constraints, the system can automatically solve the optimal human resource allocation scheme, providing decision support for enterprise implementation. In trials conducted in multiple enterprises, this solution significantly optimized the allocation of human resources, greatly improved resource utilization efficiency, and achieved significant economic benefits.