The concept and impact analysis of a flexible mobility on demand system

被引:87
作者
Atasoy, Bilge [1 ]
Ikeda, Takuro [2 ]
Song, Xiang [1 ]
Ben-Akiva, Moshe E. [1 ]
机构
[1] MIT, Cambridge, MA 02139 USA
[2] Fujitsu Labs Ltd, Kawasaki, Kanagawa, Japan
关键词
Demand responsive transit; Flexible transportation services; Personalized transportation services; Shared-taxi; Shared-ride; Mobility on demand; A-RIDE PROBLEM; PERIOD TRAFFIC CONGESTION; ASSORTMENT OPTIMIZATION; CHOICE MODEL; TRANSIT;
D O I
10.1016/j.trc.2015.04.009
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
This paper introduces an innovative transportation concept called Flexible Mobility on Demand (FMOD), which provides personalized services to passengers. FMOD is a demand responsive system in which a list of travel options is provided in real-time to each passenger request. The system provides passengers with flexibility to choose from a menu that is optimized in an assortment optimization framework. For operators, there is flexibility in terms of vehicle allocation to different service types: taxi, shared-taxi and mini-bus. The allocation of the available fleet to these three services is carried out dynamically so that vehicles can change roles during the day. The FMOD system is built based on a choice model and consumer surplus is taken into account in order to improve passenger satisfaction. Furthermore, profits of the operators are expected to increase since the system adapts to changing demand patterns. In this paper, we introduce the concept of FMOD and present preliminary simulation results. It is shown that the dynamic allocation of the vehicles to different services provides significant benefits over static allocation. Furthermore, it is observed that the trade-off between consumer surplus and operator's profit is critical. The optimization model is adapted in order to take into account this trade-off by controlling the level of passenger satisfaction. It is shown that with such control mechanisms FMOD provides improved results in terms of both profit and consumer surplus. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:373 / 392
页数:20
相关论文
共 25 条
  • [1] [Anonymous], 2013, TECHNICAL REPORT
  • [2] [Anonymous], 2001, TION ENGRG
  • [3] DYNAMIC-MODEL OF PEAK PERIOD TRAFFIC CONGESTION WITH ELASTIC ARRIVAL RATES
    BENAKIVA, M
    DEPALMA, A
    KANAROGLOU, P
    [J]. TRANSPORTATION SCIENCE, 1986, 20 (03) : 164 - 181
  • [4] Incorporating observed and unobserved heterogeneity in urban work travel mode choice modeling
    Bhat, CR
    [J]. TRANSPORTATION SCIENCE, 2000, 34 (02) : 228 - 238
  • [5] Key lessons learned from recent experience with Flexible Transport Services
    Brake, Jenny
    Mulley, Corinne
    Nelson, John D.
    Wright, Steve
    [J]. TRANSPORT POLICY, 2007, 14 (06) : 458 - 466
  • [6] The dial-a-ride problem: models and algorithms
    Cordeau, Jean-Francois
    Laporte, Gilbert
    [J]. ANNALS OF OPERATIONS RESEARCH, 2007, 153 (01) : 29 - 46
  • [7] A tabu search heuristic for the static multi-vehicle dial-a-ride problem
    Cordeau, JF
    Laporte, G
    [J]. TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2003, 37 (06) : 579 - 594
  • [8] A two-phase insertion technique of unexpected customers for a dynamic dial-a-ride problem
    Coslovich, Luca
    Pesenti, Raffaele
    Ukovich, Walter
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 175 (03) : 1605 - 1615
  • [9] Davis J, 2013, Technical Report.
  • [10] STOCHASTIC EQUILIBRIUM-MODEL OF PEAK PERIOD TRAFFIC CONGESTION
    DEPALMA, A
    BENAKIVA, M
    LEFEVRE, C
    LITINAS, N
    [J]. TRANSPORTATION SCIENCE, 1983, 17 (04) : 430 - 453