Research on the Application of MA Algorithm in the Optimization of Human Resource Allocation in Enterprises

• DOI: 10.2478/amns-2024-0294
• Publication Date: 2024-02-15T05:38:48Z
• Authors: Baoran Liang; Ruijuan Liu
• Keywords: Initialization

Abstract MA algorithms have received extensive attention from scholars soon after they were proposed, and are rapidly developing in various fields such as the problem of project schedule optimal allocation cloud resources. In this paper, firstly, to address lack performance ordinary algorithm, Kent chaotic mapping is used initialization position improve initial traversal ability, Sigmoid function introduced optimize step-size settings different stages crawling process. Different test functions chosen compare efficiency solution verify improved algorithm. Finally, algorithm applied allocate human resources a city called China Mobile multi-project environment. Searching for solving value strongest compared other three algorithms. The resource balance metrics optimized peak demand reaches below 120, reducing waste by about 20 people. environment, where 4 employees perform four tasks, was found, resulting an improvement profitability.