Integration of Decision Analysis and Scenario Planning for Coastal Engineering and Climate Change

被引:51
作者
Karvetski, Christopher W. [1 ]
Lambert, James H. [1 ]
Keisler, Jeffrey M. [2 ]
Linkov, Igor [3 ]
机构
[1] Univ Virginia, Ctr Risk Management Engn Syst, Charlottesville, VA 22904 USA
[2] Univ Massachusetts, Coll Management, Boston, MA 02125 USA
[3] USA, Corps Engineers, Washington, DC 20314 USA
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS | 2011年 / 41卷 / 01期
关键词
Climate change; coastal engineering; multicriteria decision analysis; rank weight; SEA-LEVEL RISE; VULNERABILITY ASSESSMENT; INFORMATION;
D O I
10.1109/TSMCA.2010.2055154
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper develops a methodology for eliciting shifts in preference across future scenarios in the performance assessment of infrastructure policies and investments. The methodology quantifies the robustness of alternative portfolios across a variety of scenarios and identifies the scenarios that greatly affect the assessments. An innovation of the methodology is to elicit, for each scenario, only a few relative increases or decreases in importance of selected terms of the value function, which is more efficient than a full elicitation of the value function for each scenario. The identification of critical scenarios via our methodology can be used to focus resource-intensive and potentially costly modeling activities. The methodology integrates preference orders, centroid weights, and the Borda method. In a demonstration, the methodology assesses the relative sea level and other climate-change scenarios that could affect the performance of coastal protections.
引用
收藏
页码:63 / 73
页数:11
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