TY - CHAP
T1 - Multiattribute value elicitation
AU - Morton, Alec
PY - 2017/12/18
Y1 - 2017/12/18
N2 - Multiattribute Value Theory (MAVT) methods are perhaps the most intuitive mul-ticriteria methods, and have the most theoretically well-understood basis. They are employ a divide-and-conquer modelling strategy in which the value of an op-tion is conceptualised as a function (typically the sum) of the scores associated with the performance of the option on different attributes. This chapter outlines the concept of preferential independence, which has a critical underpinning role of elicitation within the MAVT paradigm. I also present MAVT elicitation in the context of the overall Decision Analysis process, comprising three broad stages: Designing and Planning; Structuring the Model; and Analysing the Model. I out-line some of the main practical methods for arriving at the partial values and weighting them to arrive at an overall value score, including both traditional methods relying on cardinal assessment, and the MACBETH approach which uses qualitative difference judgements. A running example of a house choice problem is used to illustrate the different elicitation approaches.
AB - Multiattribute Value Theory (MAVT) methods are perhaps the most intuitive mul-ticriteria methods, and have the most theoretically well-understood basis. They are employ a divide-and-conquer modelling strategy in which the value of an op-tion is conceptualised as a function (typically the sum) of the scores associated with the performance of the option on different attributes. This chapter outlines the concept of preferential independence, which has a critical underpinning role of elicitation within the MAVT paradigm. I also present MAVT elicitation in the context of the overall Decision Analysis process, comprising three broad stages: Designing and Planning; Structuring the Model; and Analysing the Model. I out-line some of the main practical methods for arriving at the partial values and weighting them to arrive at an overall value score, including both traditional methods relying on cardinal assessment, and the MACBETH approach which uses qualitative difference judgements. A running example of a house choice problem is used to illustrate the different elicitation approaches.
KW - multiattribute value theory
KW - divide and conquer methods
KW - preferential independence
KW - multi-criteria decision analysis
KW - representation theorem
UR - http://www.springer.com/gb/book/9783319650517
U2 - 10.1007/978-3-319-65052-4_12
DO - 10.1007/978-3-319-65052-4_12
M3 - Chapter
SN - 9783319650517
VL - 261
T3 - International Series in Operations Research & Management Science
SP - 287
EP - 311
BT - Elicitation
A2 - Dias, Luis C.
A2 - Morton, Alec
A2 - Quigley, John
PB - Springer
CY - New York
ER -