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A mixed integer programming approach for asset protection during escaped wildfires

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posted on 2024-11-23, 09:20 authored by Martijn Van der Merwe, James Minas, Melih OzlenMelih Ozlen, John HearneJohn Hearne
Incident management teams (IMTs) are responsible for managing the response to wildfires. One of the objectives of IMTs is the protection of assets and infrastructure. In this paper, we develop a mathematical model to assist IMTs in assigning resources to asset protection activities during wildfires. We present a mixed integer programming model for resource allocation with the aim of protecting the maximum possible total value of assets. The model allows for mixed vehicle types with interchangeable capabilities and with travel times determined by vehicle-specific speed and road network information. We define location-specific protection requirements in terms of vehicle capabilities. The formulated model extends classic variants of the team orienteering problem with time windows. The model capabilities are demonstrated using a hypothetical fire scenario impacting South Hobart, Tasmania, Australia. Computational testing shows that realistically sized problems can be solved within a reasonable time.

History

Related Materials

  1. 1.
    DOI - Is published in 10.1139/cjfr-2014-0239
  2. 2.
    ISSN - Is published in 00455067

Journal

Canadian Journal of Forest Research

Volume

45

Issue

4

Start page

444

End page

451

Total pages

8

Publisher

N R C Research Press

Place published

Canada

Language

English

Copyright

© 2014, National Research Council of Canada.All rights reserved.

Former Identifier

2006053122

Esploro creation date

2020-06-22

Fedora creation date

2015-06-02

Open access

  • Yes

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