A risk-averse solution for the prescribed burning problem
被引:2
作者:
Leon, Javier
论文数: 0引用数: 0
h-index: 0
机构:
Univ Complutense Madrid, Fac Ciencias Matemat, Inst Matemat Interdisciplinar IMI, HUM LOG Res Grp, Plaza Ciencias 3, Madrid 28040, SpainUniv Complutense Madrid, Fac Ciencias Matemat, Inst Matemat Interdisciplinar IMI, HUM LOG Res Grp, Plaza Ciencias 3, Madrid 28040, Spain
Leon, Javier
[1
]
Vitoriano, Begona
论文数: 0引用数: 0
h-index: 0
机构:
Univ Complutense Madrid, Fac Ciencias Matemat, Inst Matemat Interdisciplinar IMI, HUM LOG Res Grp, Plaza Ciencias 3, Madrid 28040, SpainUniv Complutense Madrid, Fac Ciencias Matemat, Inst Matemat Interdisciplinar IMI, HUM LOG Res Grp, Plaza Ciencias 3, Madrid 28040, Spain
Vitoriano, Begona
[1
]
Hearne, John
论文数: 0引用数: 0
h-index: 0
机构:
RMIT Univ, Sch Sci, GPO Box 2476, Melbourne, Vic 3001, AustraliaUniv Complutense Madrid, Fac Ciencias Matemat, Inst Matemat Interdisciplinar IMI, HUM LOG Res Grp, Plaza Ciencias 3, Madrid 28040, Spain
Hearne, John
[2
]
机构:
[1] Univ Complutense Madrid, Fac Ciencias Matemat, Inst Matemat Interdisciplinar IMI, HUM LOG Res Grp, Plaza Ciencias 3, Madrid 28040, Spain
Hazard reduction is a complex task involving important efforts to prevent and mitigate the consequences of disasters. Many countries around the world have experienced devastating wildfires in recent decades and risk reduction strategies are now more important than ever. Reducing contiguous areas of high fuel load through prescribed burning is a fuel management strategy for reducing wildfire hazard. Unfortunately, this has an impact on the habitat of fauna and thus constrains a prescribed burning schedule which is also subject to uncertainty. To address this problem a mathematical programming model is proposed for scheduling prescribed burns on treatment units on a landscape over a planning horizon. The model takes into account the uncertainty related to the conditions for performing the scheduled prescribed burns as well as several criteria related to the safety and quality of the habitat. This multiobjective stochastic problem is modelled from a risk -averse perspective whose aim is to minimize the worst achievement of the criteria on the different scenarios considered. This model is applied to a real case study in Andalusia (Spain) comparing the solutions achieved with the risk-neutral solution provided by the simple weighted aggregated average. The results obtained show that our proposed approach outperforms the risk-neutral solution in worst cases without a significant loss of quality in the global set of scenarios.
机构:
McMaster Univ, Sch Computat Sci & Engn, 1280 Main St West, Hamilton, ON L8S 4K1, CanadaMcMaster Univ, Sch Computat Sci & Engn, 1280 Main St West, Hamilton, ON L8S 4K1, Canada
Wang, Jing
Swartz, Christopher L. E.
论文数: 0引用数: 0
h-index: 0
机构:
McMaster Univ, Dept Chem Engn, 1280 Main St West, Hamilton, ON L8S 4L7, CanadaMcMaster Univ, Sch Computat Sci & Engn, 1280 Main St West, Hamilton, ON L8S 4K1, Canada
Swartz, Christopher L. E.
Huang, Kai
论文数: 0引用数: 0
h-index: 0
机构:
McMaster Univ, DeGroote Sch Business, 1280 Main St West, Hamilton, ON L8S 4M4, CanadaMcMaster Univ, Sch Computat Sci & Engn, 1280 Main St West, Hamilton, ON L8S 4K1, Canada
机构:
Iowa State Univ Sci & Technol, Dept Ind & Mfg Syst Engn, Ames, IA 50011 USAIowa State Univ Sci & Technol, Dept Ind & Mfg Syst Engn, Ames, IA 50011 USA
Giahi, Ramin
MacKenzie, Cameron A.
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ Sci & Technol, Dept Ind & Mfg Syst Engn, Ames, IA 50011 USAIowa State Univ Sci & Technol, Dept Ind & Mfg Syst Engn, Ames, IA 50011 USA
MacKenzie, Cameron A.
Hu, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
Iowa State Univ, Dept Elect & Comp Engn, Ames, IA 50011 USAIowa State Univ Sci & Technol, Dept Ind & Mfg Syst Engn, Ames, IA 50011 USA
机构:
Islamic Azad Univ, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin Branch, Qazvin, IranIslamic Azad Univ, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin Branch, Qazvin, Iran
Jalali, Sajjad
Seifbarghy, Mehdi
论文数: 0引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin Branch, Qazvin, IranIslamic Azad Univ, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin Branch, Qazvin, Iran
Seifbarghy, Mehdi
Niaki, Seyed Taghi Akhavan
论文数: 0引用数: 0
h-index: 0
机构:
Sharif Univ Technol, Dept Ind Engn, POB 11155-9414,Azadi Ave, Tehran 1458889694, IranIslamic Azad Univ, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin Branch, Qazvin, Iran
机构:
McMaster Univ, Sch Computat Sci & Engn, 1280 Main St West, Hamilton, ON L8S 4K1, CanadaMcMaster Univ, Sch Computat Sci & Engn, 1280 Main St West, Hamilton, ON L8S 4K1, Canada
Wang, Jing
Swartz, Christopher L. E.
论文数: 0引用数: 0
h-index: 0
机构:
McMaster Univ, Dept Chem Engn, 1280 Main St West, Hamilton, ON L8S 4L7, CanadaMcMaster Univ, Sch Computat Sci & Engn, 1280 Main St West, Hamilton, ON L8S 4K1, Canada
Swartz, Christopher L. E.
Huang, Kai
论文数: 0引用数: 0
h-index: 0
机构:
McMaster Univ, DeGroote Sch Business, 1280 Main St West, Hamilton, ON L8S 4M4, CanadaMcMaster Univ, Sch Computat Sci & Engn, 1280 Main St West, Hamilton, ON L8S 4K1, Canada
机构:
Iowa State Univ Sci & Technol, Dept Ind & Mfg Syst Engn, Ames, IA 50011 USAIowa State Univ Sci & Technol, Dept Ind & Mfg Syst Engn, Ames, IA 50011 USA
Giahi, Ramin
MacKenzie, Cameron A.
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ Sci & Technol, Dept Ind & Mfg Syst Engn, Ames, IA 50011 USAIowa State Univ Sci & Technol, Dept Ind & Mfg Syst Engn, Ames, IA 50011 USA
MacKenzie, Cameron A.
Hu, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Iowa State Univ, Dept Mech Engn, Ames, IA 50011 USA
Iowa State Univ, Dept Elect & Comp Engn, Ames, IA 50011 USAIowa State Univ Sci & Technol, Dept Ind & Mfg Syst Engn, Ames, IA 50011 USA
机构:
Islamic Azad Univ, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin Branch, Qazvin, IranIslamic Azad Univ, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin Branch, Qazvin, Iran
Jalali, Sajjad
Seifbarghy, Mehdi
论文数: 0引用数: 0
h-index: 0
机构:
Islamic Azad Univ, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin Branch, Qazvin, IranIslamic Azad Univ, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin Branch, Qazvin, Iran
Seifbarghy, Mehdi
Niaki, Seyed Taghi Akhavan
论文数: 0引用数: 0
h-index: 0
机构:
Sharif Univ Technol, Dept Ind Engn, POB 11155-9414,Azadi Ave, Tehran 1458889694, IranIslamic Azad Univ, Fac Ind & Mech Engn, Dept Ind Engn, Qazvin Branch, Qazvin, Iran