Specification of the cross-nested logit model with sampling of alternatives for route choice models
نویسندگان
چکیده
منابع مشابه
Specification of the cross nested logit model with sampling of alternatives for route choice models
A novel approach is proposed to use the Cross Nested Logit (CNL) model in route choice when sampling of paths is considered. It adopts the Metropolis-Hasting algorithm to sample the choice sets for the model. A new expansion factor and an approximation method are put forward to calculate the sampled probabilities of alternatives. We build on state-of-the-art results for the Multivariate Extreme...
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We propose a route choice model that relaxes the independence from irrelevant alternatives property of the logit model by allowing scale parameters to be link specific. Similar to the the recursive logit (RL) model proposed by Fosgerau et al. (2013), the choice of path is modelled as a sequence of link choices and the model does not require any sampling of choice sets. Furthermore, the model ca...
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ژورنال
عنوان ژورنال: Transportation Research Part B: Methodological
سال: 2015
ISSN: 0191-2615
DOI: 10.1016/j.trb.2015.07.005