教師資料查詢 | 類別: 期刊論文 | 教師: 林慧珍 Lin Hwei-jen (瀏覽個人網頁)

標題:Empirical Spatial Density based Emergency Medical Service Demand Forecast for Ambulance Allocation
學年
學期
出版(發表)日期2021/02/05
作品名稱Empirical Spatial Density based Emergency Medical Service Demand Forecast for Ambulance Allocation
作品名稱(其他語言)
著者Yihjia Tsia; Hwei Jen Lin; Pei-Wen Chi; Kelvin WeiTing Lee
單位
出版者
著錄名稱、卷期、頁數Advances in Data Science and Adaptive Analysis
摘要In a previous study, we solved the two-fold dynamic ambulance allocation problem, including forecasting the distribution of Emergency Medical Service (EMS) requesters and dynamically allocating ambulances according to the predicted distribution of requesters. In the definition of the coverage region, the Euclidean distance was used, which is not suitable for measuring the length of a route between two places. This study improved on the previous one by redefining the coverage region for practical application and providing a simulation model to verify the effectiveness of the proposed ambulance allocation method. The simulation results show the proposed allocation method provides higher demand coverage rates and shorter response distances than the official allocation.
關鍵字multi-objective programming;Emergency Medical Service;Qradtree Decomposition;Particle Swarm Optimization;ambulance allocation
語言英文(美國)
ISSN2424-922X; 2424-9238
期刊性質國外
收錄於SCI;
產學合作
通訊作者林慧珍
審稿制度
國別新加坡
公開徵稿
出版型式,電子版,紙本
相關連結
SDGs
  • 優質教育,產業創新與基礎設施
Google+ 推薦功能,讓全世界都能看到您的推薦!