Data underlying the publication: A Choice-Driven Service Network Design and Pricing Including Heterogeneous Behaviors

This research proposes a way to incorporate advanced choice models directly into a Service Network Design and Pricing (SNDP) problem. To do so, we develop a Choice-Driven Service Network Design and Pricing (CD-SNDP) methodology , which is assessed against a benchmark where the choice model is simply a cost minimization. Deterministic and stochastic versions of the method are proposed and compared through an out-of-sample simulation. For the stochastic versions, a heuristic is also developed to speed up the solution time. These models are applied to a small 3-node network and a larger 9-node network.

本研究提出了一种可将高级选择模型直接嵌入服务网络设计与定价（Service Network Design and Pricing，SNDP）问题的方法。为此，我们构建了选择驱动型服务网络设计与定价（Choice-Driven Service Network Design and Pricing，CD-SNDP）方法论，并以仅采用成本最小化选择模型的基准方案作为对照开展评估。本研究同时提出了该方法的确定性与随机化两种版本，并通过样本外仿真进行对比分析。针对随机化版本，我们还开发了启发式算法以加快求解速度。上述模型已在小型3节点网络与大型9节点网络中完成应用测试。