Zhang Jinfeng, Li Xin, Zhao Yu
Jilin Engineering Vocational College, Siping 136001, China.
Zhejiang University, Hangzhou 310063, China.
Comput Math Methods Med. 2022 Feb 15;2022:3237554. doi: 10.1155/2022/3237554. eCollection 2022.
Optimize the scheduling problem of family nursing staff according to the actual needs of the customers, combined with the psychological behavior characteristics of the participants, and use the path heuristic algorithm on home nursing service institutions, full-time nursing staff, and nursing customers. Taking this as the maximization of the three subjects as the ultimate goal of home caregiver optimization and scheduling, a path heuristic-based heuristic optimization and scheduling method (path heuristic algorithm, PHA). The effectiveness of this method is analyzed through examples, and finally, according to the experimental analysis results of the distribution, dominance, and convergence of the proposed PHA algorithm, the home caregiver optimization and scheduling method proposed in this paper can provide a more long-term scheduling method for enterprise companies.
根据客户的实际需求优化家庭护理人员的排班问题，结合参与者的心理行为特征，将路径启发式算法应用于居家护理服务机构、全职护理人员和护理客户。以此将这三个主体的最大化作为家庭护理员优化排班的最终目标，提出一种基于路径启发式的启发式优化排班方法（路径启发式算法，PHA）。通过实例分析该方法的有效性，最后根据所提出的PHA算法的分布、优势和收敛性的实验分析结果，本文提出的家庭护理员优化排班方法可为企业公司提供一种更具长远性的排班方法。
