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A novel scheduling method for reduction of both waiting time and travel time of patients to visit health care units in the case of mobile communication.

Authors :
Lin, Wenjun
Babyn, Paul
yan, Yan
Zhang, Wenjun
Source :
Enterprise Information Systems; Dec2023, Vol. 17 Issue 12, p1-22, 22p
Publication Year :
2023

Abstract

This paper proposes a new scheduling problem for patient visits with two objectives: minimizing patient waiting time and travel time. It also presents a novel encoding method for Genetic Algorithms (GA) that is well-suited for this problem. Experiments demonstrate that the proposed encoding method reduces optimization iterations by 17% compared to conventional methods, and the GA can decrease waiting time by up to 58.2% and travel time by up to 89.3% for specific examples. The novel scheduling problem and the encoding method are two main contributions of this work. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
17517575
Volume :
17
Issue :
12
Database :
Complementary Index
Journal :
Enterprise Information Systems
Publication Type :
Academic Journal
Accession number :
173435768
Full Text :
https://doi.org/10.1080/17517575.2023.2188124