Risk-averse Oil-spill Response Planning

被引:0
作者
Liu, Z. [1 ]
Sarhadi, H. [1 ]
机构
[1] Acadia Univ, FC Manning Sch Business, Wolfville, NS, Canada
来源
2021 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEE IEEM21) | 2021年
关键词
Oil-Spill Response Planning; Two-Stage Stochastic Program; Conditional Value-at-Risk;
D O I
10.1109/IEEM50564.2021.9672896
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Extensive reliance on marine oil transportation imposes significant risks to local environments, economies, and local communities across the globe. To improve preparedness against the imposed risks, this paper develops a risk-averse two-stage stochastic mixed-integer linear programming model with Conditional Value-at-Risk (CVaR) as a risk measure to optimize response activities to the oil spills. The use of CVaR allows the decision makers of oil-spill response to incorporate different risk attitudes when making relevant response decisions. Through numerical analyses, this paper shows that the risk attitude of the decision makers plays a critical role in determining the optimal oil-spill response activities.
引用
收藏
页码:1157 / 1163
页数:7
相关论文
共 50 条
[31]   RISK-AVERSE PDE-CONSTRAINED OPTIMIZATION USING THE CONDITIONAL VALUE-AT-RISK [J].
Kouri, D. P. ;
Surowiec, T. M. .
SIAM JOURNAL ON OPTIMIZATION, 2016, 26 (01) :365-396
[32]   Optimal Option Purchasing Decisions for the Risk-Averse Retailer with Shortage Cost [J].
Xu, Xin-Sheng ;
Chan, Felix T. S. .
ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2019, 36 (02)
[33]   Optimal Decisions of a Supply Chain With a Risk-Averse Retailer and Portfolio Contracts [J].
Zhao, Han ;
Song, Shiji ;
Zhang, Yuli ;
Gupta, Jatinder N. D. ;
Devlin, Anna G. .
IEEE ACCESS, 2019, 7 :123877-123892
[34]   Optimal strategy in managing product quality risk for a risk-averse manufacturer: Prevention or mitigation? [J].
Chen, Jing ;
Wei, Hang ;
Xie, Lei .
NAVAL RESEARCH LOGISTICS, 2022, 69 (02) :287-302
[35]   Multiple Perspective-Cuts Outer Approximation Method for Risk-Averse Operational Planning of Regional Energy Service Providers [J].
Yang, Linfeng ;
Jian, Jinbao ;
Xu, Yan ;
Dong, Zhaoyang ;
Ma, Guodong .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13 (05) :2606-2619
[36]   Risk-averse TSO-DSOs coordinated distributed dispatching considering renewable energy and demand response uncertainties [J].
Jiang, Tao ;
Wu, Chenghao ;
Zhang, Rufeng ;
Li, Xue ;
Li, Fangxing .
APPLIED ENERGY, 2022, 327
[38]   Risk-Averse Network Design with Behavioral Conditional Value-at-Risk for Hazardous Materials Transportation [J].
Su, Liu ;
Kwon, Changhyun .
TRANSPORTATION SCIENCE, 2020, 54 (01) :184-203
[39]   The Value of Randomized Strategies in Distributionally Robust Risk-Averse Network Interdiction Problems [J].
Sadana, Utsav ;
Delage, Erick .
INFORMS JOURNAL ON COMPUTING, 2023, 35 (01) :216-232
[40]   Finding Risk-Averse Shortest Path with Time-Dependent Stochastic Costs [J].
Li, Dajian ;
Weng, Paul ;
Karabasoglu, Orkun .
MULTI-DISCIPLINARY TRENDS IN ARTIFICIAL INTELLIGENCE, (MIWAI 2016), 2016, 10053 :99-111