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A Parametric Model for the Allocation of Fire Companies in New York City

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  • Kenneth Lloyd Rider

    (Chief Financial Planning Analyst, Office of the Special Deputy Comptroller for New York City)

Abstract

A fire department, in order to balance equitably its resources throughout a city, must consider several often conflicting objectives. This paper describes an allocation method that avoids the difficulty of choosing an objective in advance by allowing the decision-maker to enumerate a range of criteria by varying a trade-off parameter. The method uses travel time to fires as a measure of system performance and generates allocations satisfying criteria ranging from the minimization of city-wide travel time to the equalization of average travel times in different regions. A comparison of the allocations generated by the model to the current allocation of fire companies in New York City shows that one value of the trade-off parameter produces results that correspond closely to the current allocation policy. An example of how the model can be used as a policy tool is given.

Suggested Citation

  • Kenneth Lloyd Rider, 1976. "A Parametric Model for the Allocation of Fire Companies in New York City," Management Science, INFORMS, vol. 23(2), pages 146-158, October.
    • Handle: RePEc:inm:ormnsc:v:23:y:1976:i:2:p:146-158
    DOI: 10.1287/mnsc.23.2.146
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    Cited by:

    1. P. Daniel Wright & Matthew J. Liberatore & Robert L. Nydick, 2006. "A Survey of Operations Research Models and Applications in Homeland Security," Interfaces, INFORMS, vol. 36(6), pages 514-529, December.
    2. Michael J. Fry & Michael J. Magazine & Uday S. Rao, 2006. "Firefighter Staffing Including Temporary Absences and Wastage," Operations Research, INFORMS, vol. 54(2), pages 353-365, April.
    3. Linda V. Green & Peter J. Kolesar, 2004. "ANNIVERSARY ARTICLE: Improving Emergency Responsiveness with Management Science," Management Science, INFORMS, vol. 50(8), pages 1001-1014, August.
    4. N C Simpson & P G Hancock, 2009. "Fifty years of operational research and emergency response," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(1), pages 126-139, May.
    5. Adam Behrendt & Vineet M. Payyappalli & Jun Zhuang, 2019. "Modeling the Cost Effectiveness of Fire Protection Resource Allocation in the United States: Models and a 1980–2014 Case Study," Risk Analysis, John Wiley & Sons, vol. 39(6), pages 1358-1381, June.
    6. Peter J. Kolesar, 2012. "OM Forum --Some Lessons on Operations Management Model Implementation Drawn from the RAND Fire Project," Manufacturing & Service Operations Management, INFORMS, vol. 14(1), pages 1-6, January.

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