A graph theoretical approach to the firebreak locating problem

被引:3
|
作者
Demange, Marc [1 ]
Di Fonso, Alessia [2 ]
Di Stefano, Gabriele [2 ]
Vittorini, Pierpaolo [3 ]
机构
[1] RMIT Univ, Sch Sci, Melbourne, Vic, Australia
[2] Univ Aquila, Dept Informat Engn Comp Sci & Math, Laquila, Italy
[3] Univ Aquila, Dept Life Hlth & Environm Sci, Laquila, Italy
基金
欧盟地平线“2020”;
关键词
Firebreak location; NP-hardness; Restricted Planar Max 2-SAT; Planar graphs; Wildfire emergency management; Risk management; COMPLEXITY; WILDFIRE; PLANAR;
D O I
10.1016/j.tcs.2022.02.012
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In the last decade, wildfires have become wider and more destructive. Climate change and the growth of urban areas are among the main factors that increase the risk of large-scale fires. This risk can be lowered with preventive measures. Among them, firefighting lines are used to stop the fire spread and to offer a safe corridor where firefighting resources can be deployed. Due to their high cost of installation and maintenance, the placement of these lines must be carefully planned. In this work, we address this problem from a theoretical perspective. The land is modeled by a mixed graph in which vertices represent areas subject to burn while edges model the possibility of fire spreading from one area to another. Vertices are associated with probabilities of ignition and edges with probabilities of spread. We consider the problem of positioning firefighting lines such that the risk is reduced under a budget constraint. We call this problem FIREBREAK LOCATION. We study its complexity and prove in particular its NP-hardness even when the graph is planar, bipartite, with a maximum degree four and the probabilities of propagation are equal to one. Planarity and low degree are indeed natural properties of real instances. We also show an efficient polynomial time algorithm for particular instances on trees. (c) 2022 Elsevier B.V. All rights reserved.
引用
收藏
页码:47 / 72
页数:26
相关论文
共 50 条
  • [21] Systems information management: graph theoretical approach
    Temel, Tugrul
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2006, 25 (01) : 15 - 21
  • [22] A GRAPH-THEORETICAL APPROACH TO CONFIGURATION PROCESSING
    KAVEH, A
    COMPUTERS & STRUCTURES, 1993, 48 (02) : 357 - 363
  • [23] A graph theoretical approach to states and unitary operations
    Supriyo Dutta
    Bibhas Adhikari
    Subhashish Banerjee
    Quantum Information Processing, 2016, 15 : 2193 - 2212
  • [24] A graph theoretical approach to the parameters identifiability characterisation
    Boukhobza, T.
    Hamelin, F.
    Simon, C.
    INTERNATIONAL JOURNAL OF CONTROL, 2014, 87 (04) : 751 - 763
  • [25] DIGITAL METRICS - A GRAPH-THEORETICAL APPROACH
    HARARY, F
    MELTER, RA
    TOMESCU, I
    PATTERN RECOGNITION LETTERS, 1984, 2 (03) : 159 - 163
  • [26] An alternative approach to orthogonal graph theoretical invariants
    Araujo, O
    Morales, DA
    CHEMICAL PHYSICS LETTERS, 1996, 257 (3-4) : 393 - 396
  • [27] A Graph Theoretical Approach to Network Encoding Complexity
    Xu, Easton Li
    Shang, Weiping
    Han, Guangyue
    2012 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2012), 2012, : 396 - 400
  • [28] A graph theoretical approach to states and unitary operations
    Dutta, Supriyo
    Adhikari, Bibhas
    Banerjee, Subhashish
    QUANTUM INFORMATION PROCESSING, 2016, 15 (05) : 2193 - 2212
  • [29] Graph theoretical approach to the mechanical strength of polymers
    Gunduz, G.
    Dernaika, M.
    Dikencik, G.
    Fares, M.
    Aras, L.
    MOLECULAR SIMULATION, 2008, 34 (05) : 541 - 558
  • [30] Localization of Epileptogenic Zone: A Graph Theoretical Approach
    Nithin, G.
    Aslam, Shameer
    Sathidevi, P. S.
    Ameer, P. M.
    Gopinath, Siby
    Radhakrishnan, K.
    Parasuram, Harilal
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON VISION, IMAGE AND SIGNAL PROCESSING (ICVISP 2018), 2018,