Triage Scheduling Optimization for Mass Casualty and Disaster Response

被引:5
|
作者
Chu, Xiang [1 ,2 ]
Zhong, Qiu-Yan [1 ]
Khokhar, Shahid G. [1 ]
机构
[1] Dalian Univ Technol, Sch Management Sci & Engn, Dalian 116024, Peoples R China
[2] Dalian Inst Software & Serv Outsourcing, Dalian 116024, Peoples R China
基金
美国国家科学基金会;
关键词
Emergency management; scheduling optimization; triage of casualty; mortalities; job shop scheduling; genetic algorithm; EMERGENCY RESPONSE; IMPATIENT JOBS; CREATING ORDER; PART II; SHOP; MEDICINE; RESOURCE; CHAOS; CARE;
D O I
10.1142/S0217595915500414
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper discusses casualty and medical group scheduling for disaster response in order to reduce casualities. First, triage levels and their stochastic transition, Markov Chain, are introduced to establish a function from treated time to probability of death. Then, job shop scheduling model and a genetic algorithm are designed. Finally, we performed a simulation experiment, partially using real data of 5.12 Wenchuan earthquakes for reference. The results show that the algorithm reduces number of mortalities stably and efficiently while considering disturbance events.
引用
收藏
页数:20
相关论文
共 50 条
  • [21] Commentary on " terrorism, trauma, and mass casualty triage"
    Wessely, Simon
    BIOSECURITY AND BIOTERRORISM-BIODEFENSE STRATEGY PRACTICE AND SCIENCE, 2007, 5 (02) : 164 - 167
  • [22] Training critical care teams for disaster response: Mass casualty incident simulation
    Owens, Nia
    EMERGENCY MEDICINE AUSTRALASIA, 2024, 36 (03) : 469 - 471
  • [23] Introduction of a mass burn casualty triage system in a hospital during a powder explosion disaster: a retrospective cohort study
    Chip-Jin Ng
    Shih-Hao You
    I-Lin Wu
    Yi-Ming Weng
    Chung-Hsien Chaou
    Cheng-Yu Chien
    Chen-June Seak
    World Journal of Emergency Surgery, 13
  • [24] Introduction of a mass burn casualty triage system in a hospital during a powder explosion disaster: a retrospective cohort study
    Ng, Chip-Jin
    You, Shih-Hao
    Wu, I-Lin
    Weng, Yi-Ming
    Chaou, Chung-Hsien
    Chien, Cheng-Yu
    Seak, Chen-June
    WORLD JOURNAL OF EMERGENCY SURGERY, 2018, 13
  • [25] Pilot Test of the SALT Mass Casualty Triage System
    Cone, David C.
    Serra, John
    Burns, Kevin
    MacMillan, Donald S.
    Kurland, Lisa
    Van Gelder, Carin
    PREHOSPITAL EMERGENCY CARE, 2009, 13 (04) : 536 - 540
  • [26] Video Enhanced Didactic Instruction for Mass Casualty Triage
    Berk, Joshua
    Schwartz, James
    Garcia, Oscar
    Givens, Melissa
    DISASTER MEDICINE AND PUBLIC HEALTH PREPAREDNESS, 2024, 18
  • [27] Triage Considerations for Mass Casualty Incidents: In Reply to Sherman
    Goolsby, Craig
    JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS, 2022, 235 (06) : 967 - 967
  • [28] Mass Casualty Incident Primary Triage Methods in China
    Chen Jin-Hong
    Yang Jun
    Yang Yu
    Zheng Jing-Chen
    中华医学杂志英文版, 2015, 128 (19) : 2664 - 2671
  • [29] Triage and Trauma Workload in Mass Casualty: A Computer Model
    Hirshberg, Asher
    Frykberg, Eric R.
    Mattox, Kenneth L.
    Stein, Michael
    JOURNAL OF TRAUMA-INJURY INFECTION AND CRITICAL CARE, 2010, 69 (05): : 1074 - 1081
  • [30] Prehospital Disaster Triage Does Not Predict Pediatric Outcomes: Comparing the Criteria Outcomes Tool to Three Mass-Casualty Incident Triage Algorithms
    Cicero, Mark X.
    Santillanes, Genevieve R.
    Cross, Keith P.
    Kaji, Amy H.
    Donofrio, J. Joelle
    PREHOSPITAL AND DISASTER MEDICINE, 2021, 36 (05) : 503 - 510