Application of discrete choice models for mode and destination choice in a large scale demand model

被引：0
|
作者：
Koppelhuber, Florian [1 ]
Kriebernegg, Georg [1 ]
Luger, Bernhard [1 ]
Aspaeck, Jacqueline [1 ]
机构：
[1] IKK Kaufmann Kriebernegg ZT GmbH, Graz, Austria
来源：
2017 5TH IEEE INTERNATIONAL CONFERENCE ON MODELS AND TECHNOLOGIES FOR INTELLIGENT TRANSPORTATION SYSTEMS (MT-ITS) | 2017年
关键词：
discrete choice; destination choice; mode choice;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
An approach for modeling in-depth destination and mode choice is to deploy discrete choice models. Large scale transportation demand models usually are macroscopic, thus using aggregated demand data. In the new transportation model for the federal state of Upper Austria discrete choice models for the mode and destination choice have been implemented. Considering the special characteristics when applying individual choices on person groups, the model results nevertheless show a good fitness to empirical values.
引用
收藏
页码：469 / 473
页数：5
相关论文
共 50 条
  • [1] THE DEMAND FOR TELESHOPPING - AN APPLICATION OF DISCRETE CHOICE MODELS
    MANSKI, CF
    SALOMON, I
    [J]. REGIONAL SCIENCE AND URBAN ECONOMICS, 1987, 17 (01) : 109 - 121
  • [2] Comparing discrete choice and machine learning models in predicting destination choice
    Rahnasto, Ilona
    Hollestelle, Martijn
    [J]. EUROPEAN TRANSPORT RESEARCH REVIEW, 2024, 16 (01)
  • [3] Large-Scale Application of a Combined Destination and Mode Choice Model Estimated with Mixed Stated and Revealed Preference Data
    Heilig, Michael
    Mallig, Nicolai
    Hilgert, Tim
    Kagerbauer, Martin
    Vortisch, Peter
    [J]. TRANSPORTATION RESEARCH RECORD, 2017, (2669) : 31 - 40
  • [4] ON DISCRETE CHOICE MODELS OF HOUSING DEMAND
    BORSCHSUPAN, A
    PITKIN, J
    [J]. JOURNAL OF URBAN ECONOMICS, 1988, 24 (02) : 153 - 172
  • [5] Variational Inference for Large-Scale Models of Discrete Choice
    Braun, Michael
    McAuliffe, Jon
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2010, 105 (489) : 324 - 335
  • [6] Scale-dependency in discrete choice models: A fishery application
    Depalle, Maxime
    Sanchirico, James N.
    Thebaud, Olivier
    O'Farrell, Shay
    Haynie, Alan C.
    Perruso, Larry
    [J]. JOURNAL OF ENVIRONMENTAL ECONOMICS AND MANAGEMENT, 2021, 105
  • [7] Discrete Choice Model of Agricultural Shipper's Mode Choice
    Mitra, Subhro
    [J]. TRANSPORTATION JOURNAL, 2013, 52 (01) : 6 - 25
  • [8] A stated choice model of sequential mode and destination choice behaviour for shopping trips
    Timmermans, HJP
    [J]. ENVIRONMENT AND PLANNING A, 1996, 28 (01) : 173 - 184
  • [9] A sequential choice model for multiple discrete demand
    Sanghak Lee
    Sunghoon Kim
    Sungho Park
    [J]. Quantitative Marketing and Economics, 2022, 20 : 141 - 178
  • [10] Flexible discrete choice demand models consistent with utility maximization: An application to health care demand
    Dow, WH
    [J]. AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS, 1999, 81 (03) : 680 - 685
12345