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
  • [1] Utility of Vital Signs in Mass Casualty-Disaster Triage
    Hogan, David E.
    Brown, Travis
    WESTERN JOURNAL OF EMERGENCY MEDICINE, 2014, 15 (07) : 732 - 735
  • [2] Changing the mass casualty disaster surgical response
    Sana, Hamaiyal
    Ehsan, Anam N.
    Rae, Ali I.
    Ranganathan, Kavitha
    LANCET, 2023, 401 (10374): : 346 - 346
  • [3] Changing the mass casualty disaster surgical response
    Sana, Hamaiyal
    Ehsan, Anam N.
    Rae, Ali, I
    Ranganathan, Kavitha
    LANCET, 2020, 401 (10374): : 346 - 346
  • [4] Mass casualty incident triage
    Bozeman, WP
    ANNALS OF EMERGENCY MEDICINE, 2003, 41 (04) : 582 - 583
  • [5] Panacea's Glass: Mobile Cloud Framework for Communication in Mass Casualty Disaster Triage
    Gillis, John
    Calyam, Prasad
    Bartels, Ashley
    Popescu, Mihai
    Barnes, Stephen
    Doty, Jennifer
    Higbee, Dena
    Ahmad, Salman
    2015 3RD IEEE INTERNATIONAL CONFERENCE ON MOBILE CLOUD COMPUTING, SERVICES, AND ENGINEERING (MOBILECLOUD 2015), 2015, : 128 - 134
  • [6] Prehospital triage and communication performance in small mass casualty incidents: A gauge for disaster preparedness
    Johnson, GA
    Calkins, A
    AMERICAN JOURNAL OF EMERGENCY MEDICINE, 1999, 17 (02): : 148 - 150
  • [7] Creating order from chaos: Part I: Triage, initial care, and tactical considerations in mass casualty and disaster response
    Baker, Michael S.
    MILITARY MEDICINE, 2007, 172 (03) : 232 - 236
  • [8] Rethinking Mass-Casualty Triage
    Tin, Derrick
    Granholm, Fredrik
    Hata, Ryan
    Ciottone, Gregory
    PREHOSPITAL AND DISASTER MEDICINE, 2023, 38 (03) : 424 - 425
  • [9] Triage - and the management of mass casualty incidents
    Peters, Sigurd
    ZEITSCHRIFT FUR EVIDENZ FORTBILDUNG UND QUALITAET IM GESUNDHEITSWESEN, 2010, 104 (05): : 411 - 413
  • [10] Ethical aspects of triage in mass casualty
    Tannsjo, Torbjorn
    CURRENT OPINION IN ANESTHESIOLOGY, 2007, 20 (02) : 143 - 146