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
  • [41] Paramedic triage during a mass casualty incident exercise
    Ellebrecht, N.
    Latasch, L.
    NOTFALL & RETTUNGSMEDIZIN, 2012, 15 (01): : 58 - +
  • [42] Pediatric Mass Casualty: Triage and Planning for the Prehospital Provider
    Lyle, Kristin
    Thompson, Tonya
    Graham, James
    CLINICAL PEDIATRIC EMERGENCY MEDICINE, 2009, 10 (03) : 173 - 185
  • [43] RANDOMIZED TRIAL COMPARING TWO MASS CASUALTY TRIAGE SYSTEMS IN A SIMULATED PEDIATRIC MASS CASUALTY INCIDENT
    Jones, N. E.
    White, M.
    Tofil, N.
    Pickens, M.
    Youngblood, A.
    Zinkan, L.
    Baker, M.
    JOURNAL OF INVESTIGATIVE MEDICINE, 2011, 59 (02) : 509 - 509
  • [44] DISASTER IN BEIRUT - AN APPLICATION OF MASS CASUALTY PRINCIPLES
    FRYKBERG, ER
    HUTTON, PMJ
    BALZER, RH
    MILITARY MEDICINE, 1987, 152 (11) : 563 - 566
  • [45] Mass casualty disaster training for prehospital providers
    Chaput, C. J.
    Deluhery, M. R.
    Stake, C. E.
    Martens, K. A.
    Cichon, M. E.
    ANNALS OF EMERGENCY MEDICINE, 2006, 48 (04) : S51 - S51
  • [46] DISASTER AND MASS CASUALTY PREPAREDNESS IN EUREKA, MONTANA
    Qualls, H. E.
    JOURNAL OF INVESTIGATIVE MEDICINE, 2010, 58 (01) : 202 - 202
  • [47] Disaster and mass casualty events in the pediatric population
    Burke, Rita V.
    Iverson, Ellen
    Goodhue, Catherine J.
    Neches, Robert
    Upperman, Jeffrey S.
    SEMINARS IN PEDIATRIC SURGERY, 2010, 19 (04) : 265 - 270
  • [48] Disaster Preparedness and Response for the Burn Mass Casualty Incident in the Twenty-first Century
    Kearns, Randy D.
    Marcozzi, David E.
    Barry, Noran
    Rubinson, Lewis
    Hultman, Charles Scott
    Rich, Preston B.
    CLINICS IN PLASTIC SURGERY, 2017, 44 (03) : 441 - +
  • [49] TechnoTriage Digital Triage System for Low Death/High Casualty Disaster Scenarios
    Ryan, T.
    Harrison, M.
    Lipnicki, V.
    Ramdial, K.
    2011 IEEE 37TH ANNUAL NORTHEAST BIOENGINEERING CONFERENCE (NEBEC), 2011,
  • [50] Nursing's role in the planning, preparation, and response to burn disaster or mass casualty events
    Greenfield, E
    Winfree, J
    JOURNAL OF BURN CARE & REHABILITATION, 2005, 26 (02): : 166 - 169