DocumentCode :
650024
Title :
A Hybrid algorithm applied to facility location for forest fire fighting considering budget constraints
Author :
Diaz-Romero, M.A. ; Alarcon-Aquino, V. ; Diaz-Garcia, J.A.
Author_Institution :
Dept. of Actuarial Sci., Phys. & Math., Univ. de las Americas Puebla, Cholula, Mexico
fYear :
2013
fDate :
Sept. 30 2013-Oct. 4 2013
Firstpage :
262
Lastpage :
267
Abstract :
This paper develops an integrated system for forest fire fighting facility location. We propose a mathematical model to deploy available fire fighting resources in proper positions so that any forest fire can be attacked within a specified response time. The proposed model considers budget constraints. This location problem is a variant of the well-known Maximal Covering Location Problem (MCLP) which is known to be NP-hard. We propose a hybrid algorithm that combines GRASP and Tabu Search procedures. According to preliminary computational experiments the hybrid algorithm provides good quality solutions with a reasonable amount of computer effort. This solution can give support to the decision maker for determining the location of fire-fighting resources.
Keywords :
algorithm theory; facility location; fires; forestry; optimisation; search problems; GRASP; MCLP; NP-hard; budget constraints; decision maker; fire fighting resources; forest fire fighting facility location; hybrid algorithm; mathematical model; maximal covering location problem; tabu search procedures;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Engineering, Computing Science and Automatic Control (CCE), 2013 10th International Conference on
Conference_Location :
Mexico City
Print_ISBN :
978-1-4799-1460-9
Type :
conf
DOI :
10.1109/ICEEE.2013.6676055
Filename :
6676055
Link To Document :
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