Title of article :
Multi-criteria decision assessments using Subjective Logic: Methodology and the case of urban water strategies
Author/Authors :
Magnus Moglia، نويسنده , , Ashok K. Sharma، نويسنده , , Shiroma Maheepala، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Pages :
10
From page :
180
To page :
189
Abstract :
Planning of regional and urban water resources, and in particular with Integrated Urban Water Management approaches, often considers inter-relationships between human uses of water, the health of the natural environment as well as the cost of various management strategies. Decision makers hence typically need to consider a combination of social, environmental and economic goals. The types of strategies employed can include water efficiency measures, water sensitive urban design, stormwater management, or catchment management. Therefore, decision makers need to choose between different scenarios and to evaluate them against a number of criteria. This type of problem has a discipline devoted to it, i.e. Multi-Criteria Decision Analysis, which has often been applied in water management contexts. This paper describes the application of Subjective Logic in a basic Bayesian Network to a Multi-Criteria Decision Analysis problem. By doing this, it outlines a novel methodology that explicitly incorporates uncertainty and information reliability. The application of the methodology to a known case study context allows for exploration. By making uncertainty and reliability of assessments explicit, it allows for assessing risks of various options, and this may help in alleviating cognitive biases and move towards a well formulated risk management policy.
Keywords :
Subjective Logic , Multi-criteria decision assessment , Bayesian networks , Integrated Urban Water Management
Journal title :
Journal of Hydrology
Serial Year :
2012
Journal title :
Journal of Hydrology
Record number :
1096690
Link To Document :
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