An Integer Linear Programming Model to Select and Temporally Allocate Resources for Fighting Forest Fires
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http://hdl.handle.net/10347/18395
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Título: | An Integer Linear Programming Model to Select and Temporally Allocate Resources for Fighting Forest Fires |
Autor/a: | Rodríguez Veiga, Jorge Ginzo Villamayor, María José Casas Méndez, Balbina |
Centro/Departamento: | Universidade de Santiago de Compostela. Departamento de Estatística, Análise Matemática e Optimización |
Palabras chave: | Wildfire suppression | Resource planning | Time allocation | Integer linear programming model | Simulation study | Interface | |
Data: | 2018-09-20 |
Editor: | MDPI |
Cita bibliográfica: | Rodríguez-Veiga, J.; Ginzo-Villamayor, M.J.; Casas-Méndez, B. An Integer Linear Programming Model to Select and Temporally Allocate Resources for Fighting Forest Fires. Forests 2018, 9, 583 |
Resumo: | Optimal planning of the amount and type of resources needed for extinguishing a forest fire is a task that has been addressed in the literature, using models obtained from operational research. In this study, a general integer linear programming model is proposed, which addresses the allocation of resources in different time periods during the planning period for extinguishing a fire, and with the goal of meeting Spanish regulations for the non-negligence of fronts and periods of rest for pilots and brigades. A computer program and interface were developed using the R language. By means of an example using historical data, we illustrate the model at work and its exact resolution. Then, we carry out a simulation study to analyze the obtained objective functions and resolution times. Our simulation study shows that an exact solution can be obtained very quickly without requiring heuristic algorithms, provided that the planning period does not exceed five hours |
Versión do editor: | https://doi.org/10.3390/f9100583 |
URI: | http://hdl.handle.net/10347/18395 |
DOI: | 10.3390/f9100583 |
E-ISSN: | 1999-4907 |
Dereitos: | © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/) Atribución 4.0 Internacional |
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