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A web-based multiple criteria decision support system for evaluation analysis of carpooling

Author

Listed:
  • Antonella Petrillo

    (University of Naples “Parthenope”)

  • Pasquale Carotenuto

    (Istituto per le Applicazioni del Calcolo (IAC) - CNR)

  • Ilaria Baffo

    (University of Tuscia)

  • Fabio De Felice

    (University of Cassino and Southern Lazio)

Abstract

Several researches in the scientific, industrial and commercial fields are supporting the reduction of traditional combustion cars’ use. The main purpose is to increase the quality of life into the metropolitan cities through the reduction of CO2 emissions and global warming. Accordingly, one of the most successful models is the carpooling system. Currently, people are investigating the sustainability and durability of carpooling business model from both economic and organizational point of view. The present research aims to develop a Multicriteria Decision Support System (MDSS) in order to offer a carpooling system’s platform based on different criteria. The MDSS is developed from driver’s point of view and settled on two levels of optimization. Firstly, a genetic algorithm is proposed to solve an orienteering problem that optimizes the total revenue of driver based on the car’s capability and the time schedule. Secondly, the best optimization solutions are compared with multicriteria analysis respect to other criteria not included in the first optimization. The outcome of MDSS is a schedule for drivers, which gives maximum satisfaction in terms of profitability, punctuality and comfort of the travel.

Suggested Citation

  • Antonella Petrillo & Pasquale Carotenuto & Ilaria Baffo & Fabio De Felice, 2018. "A web-based multiple criteria decision support system for evaluation analysis of carpooling," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(5), pages 2321-2341, October.
    • Handle: RePEc:spr:endesu:v:20:y:2018:i:5:d:10.1007_s10668-017-9991-z
    DOI: 10.1007/s10668-017-9991-z
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    References listed on IDEAS

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    1. Boyacı, Burak & Zografos, Konstantinos G. & Geroliminis, Nikolas, 2015. "An optimization framework for the development of efficient one-way car-sharing systems," European Journal of Operational Research, Elsevier, vol. 240(3), pages 718-733.
    2. Wenxiang Li & Ye Li & Jing Fan & Haopeng Deng, 2017. "Siting of Carsharing Stations Based on Spatial Multi-Criteria Evaluation: A Case Study of Shanghai EVCARD," Sustainability, MDPI, vol. 9(1), pages 1-16, January.
    3. Maria Berrittella & A. Certa & M. Enea & P. Zito, 2007. "An Analytic Hierarchy Process for The Evaluation of Transport Policies to Reduce Climate Change Impacts," Working Papers 2007.12, Fondazione Eni Enrico Mattei.
    4. A. Awasthi & H. Omrani, 2009. "A hybrid approach based on AHP and belief theory for evaluating sustainable transportation solutions," International Journal of Global Environmental Issues, Inderscience Enterprises Ltd, vol. 9(3), pages 212-226.
    5. Othman, Jamal, 2009. "Money and Sustainability," MPRA Paper 20294, University Library of Munich, Germany.
    6. JosÉ Figueira & Salvatore Greco & Matthias Ehrogott, 2005. "Multiple Criteria Decision Analysis: State of the Art Surveys," International Series in Operations Research and Management Science, Springer, number 978-0-387-23081-8, April.
    7. Na Chen & Zeshui Xu & Meimei Xia, 2015. "The ELECTRE I Multi-Criteria Decision-Making Method Based on Hesitant Fuzzy Sets," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 14(03), pages 621-657.
    8. Govindan, Kannan & Jepsen, Martin Brandt, 2016. "ELECTRE: A comprehensive literature review on methodologies and applications," European Journal of Operational Research, Elsevier, vol. 250(1), pages 1-29.
    9. Vansteenwegen, Pieter & Souffriau, Wouter & Oudheusden, Dirk Van, 2011. "The orienteering problem: A survey," European Journal of Operational Research, Elsevier, vol. 209(1), pages 1-10, February.
    10. Roberto Baldacci & Vittorio Maniezzo & Aristide Mingozzi, 2004. "An Exact Method for the Car Pooling Problem Based on Lagrangean Column Generation," Operations Research, INFORMS, vol. 52(3), pages 422-439, June.
    11. Berrittella, Maria & Certa, Antonella & Enea, Mario & Zito, Pietro, 2007. "An Analytic Hierarchy Process for The Evaluation of Transport Policies to Reduce Climate Change Impacts," Climate Change Modelling and Policy Working Papers 10264, Fondazione Eni Enrico Mattei (FEEM).
    12. Sueyoshi, Toshiyuki & Shang, Jennifer & Chiang, Wen-Chyuan, 2009. "A decision support framework for internal audit prioritization in a rental car company: A combined use between DEA and AHP," European Journal of Operational Research, Elsevier, vol. 199(1), pages 219-231, November.
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    Cited by:

    1. Muhammad Asad & Farrukh Ibne Mahmood & Ilaria Baffo & Alessandro Mauro & Antonella Petrillo, 2022. "The Cost Benefit Analysis of Commercial 100 MW Solar PV: The Plant Quaid-e-Azam Solar Power Pvt Ltd," Sustainability, MDPI, vol. 14(5), pages 1-13, March.
    2. Yanhong Yin & Han Wang & Jimin Xiong & Yufeng Zhu & Zhanfeng Tang, 2021. "Estimation of optimum supply of shared cars based on personal travel behaviors in condition of minimum energy consumption," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(9), pages 13324-13339, September.

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