Title :
Integration of Decision Analysis and Scenario Planning for Coastal Engineering and Climate Change
Author :
Karvetski, Christopher W. ; Lambert, James H. ; Keisler, Jeffrey M. ; Linkov, Igor
Author_Institution :
Center for Risk Manage. of Eng. Syst., Univ. of Virginia, Charlottesville, VA, USA
Abstract :
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.
Keywords :
ecology; investment; Borda method; climate change; coastal engineering; coastal protections; decision analysis integration; eliciting shifts; infrastructure investments; infrastructure policies; performance assessment; scenario planning; Additives; Design engineering; Economics; Investments; Meteorology; Performance analysis; Planning; Portfolios; Protection; Risk analysis; Robustness; Sea level; Sea measurements; Uncertainty; Climate change; coastal engineering; multicriteria decision analysis; rank weight;
Journal_Title :
Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
DOI :
10.1109/TSMCA.2010.2055154