A Decision Support Tool for Paratransit Systems Planning

被引:0
|
作者
Oliveira, Vitor [1 ]
Sobral, Thiago [2 ]
Telhada, Jose [3 ]
Carvalho, Maria do Sameiro [3 ]
机构
[1] Univ Minho, Braga, Portugal
[2] Univ Porto, Fac Engn, Porto, Portugal
[3] Univ Minho, Dept Prod & Syst Engn, Braga, Portugal
关键词
Decision Support Tool; Paratransit systems; Demand responsive transport; Persons with Reduced Mobility; FLEXIBLE TRANSPORT SERVICE; LOCAL PUBLIC TRANSPORT; PEOPLE; INDIVIDUALS; LIMITATIONS;
D O I
10.1007/978-3-031-59376-5_5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Paratransit systems are designed to cater to individuals with reduced mobility, and have played a pivotal role in providing essential mobility and accessibility for those who often encounter challenges with conventional public transport. These systems rely on flexible transport, and are characterised by their high configurability and uncertainty stemming from factors such as low demand, complexity, and the specific mobility needs of the targeted group. Unfortunately, some of these systems have encountered failures due to structural and parameterisation errors. This paper proposes a Decision Support System (DSS) to support the strategic and tactical decisions of conception and design of paratransit systems, as well as to support operational management. This system aims to integrate the interests of different stakeholders during the decision-making process in order to obtain more robust solutions. Particular focus is given to a segment of the DSS that interfaces with operational management and simulation components. This integration facilitates the assessment and comparison of alternative scenarios, utilizing diverse criteria to achieve the most suitable parameterisation and comprehend the associated risks tied to specific decisions. The tool provides assistance across various decision-making scenarios, and within this context, we will scrutinize its efficacy in identifying and comprehending the impacts of varying time window sizes on the systems' performance. The outcomes of these analyses underscore the significance of contemplating diverse parameters in decisions related to mobility. The tool provides valuable insights, enabling better alignment with genuine needs, and ensuring that devised solutions align with user preferences.
引用
收藏
页码:58 / 69
页数:12
相关论文
共 50 条
  • [41] DECISION-SUPPORT SYSTEMS FOR SILVICULTURE PLANNING IN CANADA
    THOMPSON, WA
    WEETMAN, GF
    FORESTRY CHRONICLE, 1995, 71 (03): : 291 - 298
  • [42] DECISION-SUPPORT SYSTEMS FOR PRODUCTION PLANNING IN AIRLINES
    SUHL, L
    WIRTSCHAFTSINFORMATIK, 1993, 35 (06): : 542 - 550
  • [43] Methods for operations planning in airport decision support systems
    Herrero, JG
    Berlanga, A
    Molina, JM
    Casar, JR
    APPLIED INTELLIGENCE, 2005, 22 (03) : 183 - 206
  • [44] SIMULATION AS A DECISION SUPPORT TOOL IN MAINTENANCE FLOAT SYSTEMS
    Peito, Francisco
    Pereira, Guilherme
    Leitao, Armando
    Dias, Luis
    ECEC' 2011:17TH EUROPEAN CONCURRENT ENGINEERING CONFERENCE / 7TH FUTURE BUSINESS TECHNOLOGY CONFERENCE, 2011, : 68 - 74
  • [45] METAGRAPHS - A TOOL FOR MODELING DECISION-SUPPORT SYSTEMS
    BASU, A
    BLANNING, RW
    MANAGEMENT SCIENCE, 1994, 40 (12) : 1579 - 1600
  • [46] A Decision Support Tool for SBRT Planning Using a Searchable DVH Database
    Lewis, J.
    Mak, R.
    Molodowitch, C.
    Mannarino, E.
    Baldini, E.
    Chen, A.
    Kozono, D.
    Sher, D.
    Hacker, F.
    Killoran, J.
    MEDICAL PHYSICS, 2012, 39 (06) : 3908 - 3908
  • [47] Artificial neural network: An upcoming strategic decision planning support tool
    Udo, GJ
    INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 1998, 11 (1-2) : 84 - 90
  • [48] A DECISION SUPPORT TOOL FOR PORT PLANNING BASED ON MONTE CARLO SIMULATION
    Izaskun Benedicto, Ma
    Garcia Morales, Rafael M.
    Marino, Javier
    de los Santos, Francisco
    2018 WINTER SIMULATION CONFERENCE (WSC), 2018, : 2885 - 2896
  • [49] The role of AI planning as a decision support tool in power substation management
    Bell, Keith
    Coles, Amanda
    Coles, Andrew
    Fox, Maria
    Long, Derek
    AI COMMUNICATIONS, 2009, 22 (01) : 37 - 57
  • [50] PlanPerfect: An integrated production planning and decision support tool for pharmaceutical plants
    Susarla, Naresh
    Karimi, I. A.
    22 EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2012, 30 : 372 - 376