Multi-objective layout optimization of hospital outpatient clinics based on NSGA II

Abstract This study utilizes an improved NSGA-II algorithm to conduct a multi-objective optimization of the hospital outpatient department layout. By simultaneously incorporating patient walking distance, hospital operating costs, patient waiting time, and medical staff work efficiency as optimizati...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Yanlin Zhao, Jiamei Gu
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-04-01
Subjects:	Hospital optimization Hospital outpatient layout NSGA II Multi-objective algorithm
Online Access:	https://doi.org/10.1038/s41598-025-98388-z