Searched for: subject%3A%22Choquet%255C%252Bintegral%22
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Dubey, S.K. (author), Cats, O. (author), Hoogendoorn, S.P. (author)
The potential lack of realism in stated-preference surveys is particularly acute in contexts where disaggregate real-world data is challenging to obtain. Mobility-on-Demand (MOD) services present one such context. The MOD context is unique due to factors such as service reliability (difference in stated vs. actual travel and waiting time) and...
journal article 2024
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Liang, Yingying (author), Ju, Yanbing (author), Tu, Yan (author), Rezaei, J. (author)
The best-worst method (BWM) is a multicriteria decision-making (MCDM) method to derive the relative importance (weight) of a set of criteria used to evaluate a set of alternatives. Several models (e.g., nonlinear, linear, Bayesian, and multiplicative) have been developed to find the weights based on the provided pairwise comparisons, conducted...
journal article 2022
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Dubey, S.K. (author), Cats, O. (author), Hoogendoorn, S.P. (author), Bansal, Prateek (author)
Several non-linear functions and machine learning methods have been developed for flexible specification of the systematic utility in discrete choice models. However, they lack interpretability, do not ensure monotonicity conditions, and restrict substitution patterns. We address the first two challenges by modeling the systematic utility...
journal article 2022