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author:

Wu, Peng (Wu, Peng.) [1] (Scholars:吴鹏) | Chu, Feng (Chu, Feng.) [2] | Che, Ada (Che, Ada.) [3] | Zhou, MengChu (Zhou, MengChu.) [4]

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SSCI EI Scopus SCIE

Abstract:

It is challenging to perform emergency scheduling for fighting forest fires subject to limited rescue resources (i.e., vehicles with fire engines), since extinguishing each fire point should take into account multiple factors, such as the actual fire spreading speed, distance from fire engine depot to fire points, fire-fighting speed of fire engines, and the number of dispatched vehicles. This paper investigates a bi-objective rescue vehicle scheduling problem for multi-point forest fires, which aims to optimally dispatch a limited number of fire engines to extinguish fires. The objectives are to minimize the total fire-extinguishing time and the number of dispatched fire engines. For this problem, we first develop an integer program that is an improved and simplified version of an existing one. After exploring some properties of the problem, we develop an exact dynamic programming algorithm and a fast greedy heuristic method. Computational results for a real-life instance, and benchmark and large-size randomly generated instances confirm the effectiveness and efficiency of the proposed model and algorithms. Besides, a bi-objective integer program is developed to address the multi-depot fire engine scheduling issue.

Keyword:

emergency scheduling Forest fires multi-objective optimization Pareto front

Community:

  • [ 1 ] [Wu, Peng]Fuzhou Univ, Sch Econ & Management, Fuzhou 350116, Fujian, Peoples R China
  • [ 2 ] [Wu, Peng]Northwestern Polytech Univ, Sch Management, Xian 710072, Shaanxi, Peoples R China
  • [ 3 ] [Che, Ada]Northwestern Polytech Univ, Sch Management, Xian 710072, Shaanxi, Peoples R China
  • [ 4 ] [Chu, Feng]Univ Paris Saclay, Univ Evry, IBISC, F-91025 Evry, France
  • [ 5 ] [Chu, Feng]Xihua Univ, Management Engn Res Ctr, Chengdu 610039, Sichuan, Peoples R China
  • [ 6 ] [Zhou, MengChu]Macau Univ Sci & Technol, Inst Syst Engn, Macau 999078, Peoples R China
  • [ 7 ] [Zhou, MengChu]New Jersey Inst Technol, Helen & John C Hartmann Dept Elect & Comp Engn, Newark, NJ 07102 USA

Reprint 's Address:

  • [Che, Ada]Northwestern Polytech Univ, Sch Management, Xian 710072, Shaanxi, Peoples R China

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Source :

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

ISSN: 1524-9050

Year: 2018

Issue: 4

Volume: 19

Page: 1140-1151

5 . 7 4 4

JCR@2018

7 . 9 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:170

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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