Anticipatory routing of police helicopters

被引:1
|
作者
van Urk, Rick [1 ]
Mes, Martijn R. K. [1 ]
Hans, Erwin W. [1 ]
机构
[1] Univ Twente, Dept Ind Engn & Business Informat Syst, Sch Management & Governance, NL-7500 AE Enschede, Netherlands
关键词
Anticipatory routing; Vehicle Routing Problem; Covering problem; Forecasting; Heuristics; COVERING LOCATION PROBLEM; WAITING STRATEGIES; FACILITY LOCATION; CRIME; MODEL; RELOCATION; TIME; COVERAGE; VEHICLES;
D O I
10.1016/j.eswa.2013.06.044
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We have developed a decision support application for the Dutch Aviation Police and Air Support unit for routing their helicopters in anticipation of unknown future incidents. These incidents are not known in advance, yet do require a swift response. A response might include the dispatch of a police helicopter to support the police on the ground. If a helicopter takes too long to arrive at the crime scene, it might be too late to assist. Hence, helicopters have to be proximate when an incident happens to increase the likelihood of being able to support the police on the ground in apprehending suspects. We propose the use of a forecasting technique, followed by a routing heuristic to maximize the number of incidents where a helicopter provides a successful assist. We have implemented these techniques in a decision support application in collaboration with the Dutch Aviation Police and Air Support. Using numerical experiments, we show that our application has the potential to improve the success rate with a factor nine. The Dutch Air Support and Aviation Police are now using the application. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:6938 / 6947
页数:10
相关论文
共 50 条
  • [1] POLICE HELICOPTERS .2.
    MCGOWAN, RH
    [J]. POLICE CHIEF, 1978, 45 (03): : 56 - 59
  • [2] POLICE HELICOPTERS .1.
    MCGOWAN, RH
    [J]. POLICE CHIEF, 1978, 45 (02): : 57 - &
  • [3] USE OF HELICOPTERS BY POLICE - ADMINISTRATION AND APPLICATIONS
    WHISENAND, PM
    [J]. POLICE CHIEF, 1969, 36 (02): : 32 - &
  • [4] Automatic target recognition flight prototype for police helicopters
    Stahl, C
    Haisch, S
    Wolf, P
    [J]. AUTOMATIC TARGET RECOGNITION XII, 2002, 4726 : 141 - 148
  • [5] Anticipatory routing for highly mobile endpoints
    Tchakountio, F
    Ramanathan, R
    [J]. SIXTH IEEE WORKSHOP ON MOBILE COMPUTING SYSTEMS AND APPLICATIONS, PROCEEDINGS, 2004, : 94 - 101
  • [6] Routing helicopters for crew exchanges on off-shore locations
    Sierksma, G
    Tijssen, GA
    [J]. ANNALS OF OPERATIONS RESEARCH, 1998, 76 (0) : 261 - 286
  • [7] Routing helicopters for crew exchanges on off-shore locations
    Gerard Sierksma
    Gert A. Tijssen
    [J]. Annals of Operations Research, 1998, 76 : 261 - 286
  • [8] POLICE HELICOPTERS - 3RD OF A 3-PART SERIES
    MCGOWAN, RH
    [J]. POLICE CHIEF, 1978, 45 (04): : 67 - 71
  • [9] Analyzing the Impact of Anticipatory Vehicle Routing on the Network Performance
    Bilali, Aledia
    Isaac, Gordon
    Amini, Sasan
    Motamedidehkordi, Nassim
    [J]. URBAN MOBILITY - SHAPING THE FUTURE TOGETHER, 2019, 41 : 494 - 506
  • [10] Optimizing Metrics in Police Routing Algorithms
    Hamner, Nicholas
    [J]. PROCEEDINGS OF THE 48TH ANNUAL SOUTHEAST REGIONAL CONFERENCE (ACM SE 10), 2010, : 449 - 450