Modified ACO for Home Health Care Scheduling and Routing Problem in Chinese Communities

被引：0
|
作者：
Zhang, Ting [1 ]
Yang, Xintong [1 ]
Chen, Qingxin [1 ]
Bai, Liping [2 ]
Chen, Wenge [2 ]
机构：
[1] Guangdong Univ Technol, Guangdong CIMS Prov Key Lab, Guangzhou, Guangdong, Peoples R China
[2] Guangdong Univ Technol, Sch Electrochem, Guangzhou, Guangdong, Peoples R China
来源：
2018 IEEE 15TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC) | 2018年
基金：
中国国家自然科学基金;
关键词：
Home Health Care; Scheduling and Routing; ACO;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper studies the Home Health Care Scheduling and Routing Problem (HHCSRP) in Chinese communities, in which patients are located intensively. Significantly, HHCSRP in Chinese communities need to consider the intensive distributions of patients and their vertical locations, which are different from the same problem in Europe. In the mix integer programming model, three main factors are considered, including uncertain service time, time windows and match qualities. Therefore a modified Ant-colony optimization is utilized, four instances are analyzed and management science significances are provided.
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页数：6
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