Development of a Demand Responsive Transport system with improvement analysis on conventional public transport: A Case Study for Schorndorf, Germany

被引:0
作者
Barrilero, Marta [1 ]
Sauerlaender-Biebl, Anke [1 ]
Sohr, Alexander [1 ]
Hesse, Tobias [1 ]
机构
[1] German Aerosp Ctr DLR, Inst Transportat Syst, Braunschweig, Germany
来源
2017 5TH IEEE INTERNATIONAL CONFERENCE ON MODELS AND TECHNOLOGIES FOR INTELLIGENT TRANSPORTATION SYSTEMS (MT-ITS) | 2017年
关键词
conventional public transport; demand responsive transport; public transport simulation; A-RIDE PROBLEM; ALGORITHMS; SEARCH;
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
Demand Responsive Transport (DRT) is a passenger-oriented branch of public transport, which consists of a group of passengers sharing a vehicle with flexible pick-up and drop-off locations and times. However, DRT systems are most of the time economically unfeasible, due to their difficulties on balancing costs and demand. The optimization problem associated with this kind of systems is known as the Dial-a-Ride problem. The purpose of this work is the development of a DRT system which solves this problem making use of an Ant Colony Optimization algorithm. A simulator provided with an evaluation tool analyzes the viability of the implementation of this system for the city of Schorndorf (40.000 inhabitants) in Germany. For its evaluation, the proposed system has been compared to the already existing conventional public transport system in this city, analyzing different parameters related to quality of service and required efforts.
引用
收藏
页码:821 / 826
页数:6
相关论文
共 16 条
  • [1] [Anonymous], 2013, P 6 ACM SIGSPATIAL I
  • [2] Bianchi L., 2002, Parallel Problem Solving from Nature - PPSN VII. 7th International Conference. Proceedings (Lecture Notes in Computer Science Vol.2439), P883
  • [3] Breur M. W. K. A, 1978, TRAFFIC ENG CONTROL, V19
  • [4] The dial-a-ride problem: models and algorithms
    Cordeau, Jean-Francois
    Laporte, Gilbert
    [J]. ANNALS OF OPERATIONS RESEARCH, 2007, 153 (01) : 29 - 46
  • [5] A survey of Demand Responsive Transport in Great Britain
    Davison, Lisa
    Enoch, Marcus
    Ryley, Tim
    Quddus, Mohammed
    Wang, Chao
    [J]. TRANSPORT POLICY, 2014, 31 : 47 - 54
  • [6] Di Martino S, 2011, LECT NOTES COMPUT SC, V6574, P109, DOI 10.1007/978-3-642-19173-2_10
  • [7] EFA, TIM INF SYST MENTZ G
  • [8] An ant colony system hybridized with a new local search for the sequential ordering problem
    Gambardella, LM
    Dorigo, M
    [J]. INFORMS JOURNAL ON COMPUTING, 2000, 12 (03) : 237 - 255
  • [9] The application of information and communication technologies in transport
    Giannopoulos, GA
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 152 (02) : 302 - 320
  • [10] Hunter John D., 2007, COMPUTING SCI ENG