Stochastic ordinal regression for multiple criteria sorting problems
Abstract
We present a new approach for multiple criteria sorting problems. We consider sorting procedures applying general additive value functions compatible with the given assignment examples. For the decision alternatives, we provide four types of results: (1) necessary and possible assignments from Robust Ordinal Regression (ROR), (2) class acceptability indices from a suitably adapted Stochastic Multicriteria Acceptability Analysis (SMAA) model, (3)...
Paper Details
Title
Stochastic ordinal regression for multiple criteria sorting problems
Published Date
Apr 1, 2013
Journal
Volume
55
Issue
1
Pages
55 - 66
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