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A link based network route choice model with unrestricted choice set

机译:基于链路的网络路由选择模型,具有不受限制的选择集

摘要

This paper considers the path choice problem, formulating and discussing an econometric random utility model for the choice of path in a network with no restriction on the choice set. Starting from a dynamic specification of link choices we show that it is equivalent to a static model of the multinomial logit form but with infinitely many alternatives. The model can be consistently estimated and used for prediction in a computationally efficient way. Similarly to the path size logit model, we propose an attribute called link size that corrects utilities of overlapping paths but that is link additive. The model isapplied to data recording path choices in a network with more than 3,000 nodes and 7,000 links.
机译:本文考虑了路径选择问题,建立并讨论了计量经济学随机效用模型,对网络中的路径选择没有选择集的限制。从动态的链接选择规范开始,我们证明了它等效于多项式logit形式的静态模型,但具有无限多种选择。可以一致地估计该模型,并以计算有效的方式将其用于预测。与路径大小logit模型类似,我们提出了一个称为链接大小的属性,该属性可以纠正重叠路径的效用,但它是链接添加项。该模型适用于具有3,000多个节点和7,000个链接的网络中的数据记录路径选择。

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