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A hybrid MCDM approach for evaluating an automobile purchase model

Author

Listed:
  • G. Sakthivel
  • M. Ilangkumaran
  • G. Nagarajan
  • A. Raja
  • P.M. Ragunadhan
  • J. Prakash

Abstract

This paper describes an application of hybrid multi criteria decision making (MCDM) technique for the selection of the best car. This study focuses on five alternatives and evaluation criteria such as safety, performance, economic aspect, exterior, convenience, dealer, warranty and emissions to select the best car. Two models are proposed to evaluate the best car. The first model, fuzzy analytical hierarchy process (FAHP) is integrated with Preference Ranking Organization METHod for Enrichment Evaluation (PROMETHEE) technique. The second model, FAHP is integrated with hierarchy grey relation analysis (GRA) technique. Here, the FAHP is used to analyse the structure of car selection problem and to determine the weights of the criteria. The hierarchical GRA and PROMETHEE techniques are used to obtain the final ranking of the cars.

Suggested Citation

  • G. Sakthivel & M. Ilangkumaran & G. Nagarajan & A. Raja & P.M. Ragunadhan & J. Prakash, 2013. "A hybrid MCDM approach for evaluating an automobile purchase model," International Journal of Information and Decision Sciences, Inderscience Enterprises Ltd, vol. 5(1), pages 50-85.
    • Handle: RePEc:ids:ijidsc:v:5:y:2013:i:1:p:50-85
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    Citations

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    Cited by:

    1. Dwivedi, Pankaj Prasad & Sharma, Dilip Kumar, 2023. "Evaluation and ranking of battery electric vehicles by Shannon’s entropy and TOPSIS methods," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 212(C), pages 457-474.
    2. Hoogerbrugge, Coen & van de Kaa, Geerten & Chappin, Emile, 2023. "Adoption of quality standards for corporate greenhouse gas inventories: The importance of other stakeholders," International Journal of Production Economics, Elsevier, vol. 260(C).
    3. Sivaraja, C.M. & Sakthivel, G., 2017. "Compression ignition engine performance modelling using hybrid MCDM techniques for the selection of optimum fish oil biodiesel blend at different injection timings," Energy, Elsevier, vol. 139(C), pages 118-141.
    4. Nilsen Kundakcı, 2016. "Combined Multi-Criteria Decision Making Approach Based on MACBETH and MULTI-MOORA Methods," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 4(1), pages 17-26, April.
    5. Shankha Shubhra Goswami & Dhiren Kumar Behera, 2023. "Developing Fuzzy-AHP-Integrated Hybrid MCDM System of COPRAS-ARAS for Solving an Industrial Robot Selection Problem," International Journal of Decision Support System Technology (IJDSST), IGI Global, vol. 15(1), pages 1-38, January.

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