IDEAS home Printed from https://ideas.repec.org/a/spr/eurjdp/v5y2017i1d10.1007_s40070-017-0064-1.html
   My bibliography  Save this article

Supporting the multi-criteria decision aiding process: R and the MCDA package

Author

Listed:
  • Sébastien Bigaret

    (IMT Atlantique, Lab-STICC, Univ. Bretagne Loire)

  • Richard E. Hodgett

    (The University of Leeds)

  • Patrick Meyer

    (IMT Atlantique, Lab-STICC, Univ. Bretagne Loire)

  • Tatiana Mironova

    (IMT Atlantique, Lab-STICC, Univ. Bretagne Loire)

  • Alexandru-Liviu Olteanu

    (IMT Atlantique, Lab-STICC, Univ. Bretagne Loire)

Abstract

Reaching a decision when multiple, possibly conflicting, criteria are taken into account is often a difficult task. This normally requires the intervention of an analyst to aid the decision maker in following a clear methodology with respect to the steps that need to be taken, as well as the use of different algorithms and software tools. Most of these tools focus on one or a small number of algorithms, some are difficult to adapt and interface with other tools, while only a few belong to dynamic communities of contributors allowing them to expand in use and functionality. In this paper, we address these issues by proposing to use the R statistical environment and the MCDA package of decision aiding algorithms and tools. This package is meant to provide a wide range of MCDA algorithms that may be used by an analyst to tailor a decision aiding process to their needs, while the choice of R takes advantage of the yet poorly explored opportunity to interface data analysis and decision aiding. We additionally demonstrate the use of this tool on a practical application following a well-defined decision aiding process.

Suggested Citation

  • Sébastien Bigaret & Richard E. Hodgett & Patrick Meyer & Tatiana Mironova & Alexandru-Liviu Olteanu, 2017. "Supporting the multi-criteria decision aiding process: R and the MCDA package," EURO Journal on Decision Processes, Springer;EURO - The Association of European Operational Research Societies, vol. 5(1), pages 169-194, November.
    • Handle: RePEc:spr:eurjdp:v:5:y:2017:i:1:d:10.1007_s40070-017-0064-1
    DOI: 10.1007/s40070-017-0064-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40070-017-0064-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s40070-017-0064-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Siraj, Sajid & Mikhailov, Ludmil & Keane, John A., 2015. "Contribution of individual judgments toward inconsistency in pairwise comparisons," European Journal of Operational Research, Elsevier, vol. 242(2), pages 557-567.
    2. H. Roland Weistroffer & Charles H. Smith & Subhash C. Narula, 2005. "Multiple Criteria Decision Support Software," International Series in Operations Research & Management Science, in: Multiple Criteria Decision Analysis: State of the Art Surveys, chapter 0, pages 989-1009, Springer.
    3. 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, September.
    4. Denis Bouyssou & Thierry Marchant & Marc Pirlot & Alexis Tsoukiàs & Philippe Vincke, 2006. "Evaluation and Decision Models with Multiple Criteria," International Series in Operations Research and Management Science, Springer, number 978-0-387-31099-2, September.
    5. Alexis Tsoukiàs, 2007. "On the concept of decision aiding process: an operational perspective," Annals of Operations Research, Springer, vol. 154(1), pages 3-27, October.
    6. Raymond Bisdorff & Luis C. Dias & Patrick Meyer & Vincent Mousseau & Marc Pirlot (ed.), 2015. "Evaluation and Decision Models with Multiple Criteria," International Handbooks on Information Systems, Springer, edition 127, number 978-3-662-46816-6, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Antonio J. Sánchez-Garrido & Ignacio J. Navarro & José García & Víctor Yepes, 2022. "An Adaptive ANP & ELECTRE IS-Based MCDM Model Using Quantitative Variables," Mathematics, MDPI, vol. 10(12), pages 1-24, June.
    2. Curtis Champion & James R. Lawson & Joanna Pardoe & Derrick O. Cruz & Ashley M. Fowler & Fabrice Jaine & Hayden T. Schilling & Melinda A. Coleman, 2023. "Multi-criteria analysis for rapid vulnerability assessment of marine species to climate change," Climatic Change, Springer, vol. 176(8), pages 1-20, August.
    3. Fabiana Gatto & Sara Daniotti & Ilaria Re, 2021. "Driving Green Investments by Measuring Innovation Impacts. Multi-Criteria Decision Analysis for Regional Bioeconomy Growth," Sustainability, MDPI, vol. 13(21), pages 1-27, October.
    4. Julio Cezar Soares Silva & Diogo Ferreira de Lima Silva & Luciano Ferreira & Adiel Teixeira de Almeida-Filho, 2022. "A dominance-based rough set approach applied to evaluate the credit risk of sovereign bonds," 4OR, Springer, vol. 20(1), pages 139-164, March.
    5. Irene Daskalopoulou & Athanasia Karakitsiou, 2020. "Regional Social Capital and Economic Growth: Exploratory Evidence from Testing the Virtuous Spiral vs. Vicious Cycle Model for Greece," Sustainability, MDPI, vol. 12(15), pages 1-25, July.
    6. Tihana Škrinjarić, 2021. "Ranking Environmental Aspects of Sustainable Tourism: Case of Selected European Countries," Sustainability, MDPI, vol. 13(10), pages 1-19, May.
    7. Alexandru-Liviu Olteanu & Khaled Belahcene & Vincent Mousseau & Wassila Ouerdane & Antoine Rolland & Jun Zheng, 2022. "Preference elicitation for a ranking method based on multiple reference profiles," 4OR, Springer, vol. 20(1), pages 63-84, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Tsoukias, Alexis, 2008. "From decision theory to decision aiding methodology," European Journal of Operational Research, Elsevier, vol. 187(1), pages 138-161, May.
    2. Greco, Salvatore & Kadzinski, Milosz & Mousseau, Vincent & Slowinski, Roman, 2011. "ELECTREGKMS: Robust ordinal regression for outranking methods," European Journal of Operational Research, Elsevier, vol. 214(1), pages 118-135, October.
    3. Chakhar, Salem & Ishizaka, Alessio & Labib, Ashraf & Saad, Inès, 2016. "Dominance-based rough set approach for group decisions," European Journal of Operational Research, Elsevier, vol. 251(1), pages 206-224.
    4. Constantin Zopounidis & Michael Doumpos, 2013. "Multicriteria decision systems for financial problems," TOP: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 21(2), pages 241-261, July.
    5. Denis Bouyssou & Thierry Marchant & Marc Pirlot, 2020. "A theoretical look at ELECTRE TRI-nB," Working Papers hal-02917994, HAL.
    6. Ciomek, Krzysztof & Kadziński, Miłosz & Tervonen, Tommi, 2017. "Heuristics for prioritizing pair-wise elicitation questions with additive multi-attribute value models," Omega, Elsevier, vol. 71(C), pages 27-45.
    7. Denis Bouyssou & Thierry Marchant & Marc Pirlot, 2020. "A theoretical look at ELECTRE TRI-nB," Working Papers hal-02898131, HAL.
    8. Rocío Cóndor & Antonino Scarelli & Riccardo Valentini, 2011. "Multicriteria Decision Aid to support Multilateral Environmental Agreements in assessing international forestry projects," International Environmental Agreements: Politics, Law and Economics, Springer, vol. 11(2), pages 117-137, May.
    9. Marco Cinelli & Matteo Spada & Wansub Kim & Yiwen Zhang & Peter Burgherr, 2021. "MCDA Index Tool: an interactive software to develop indices and rankings," Environment Systems and Decisions, Springer, vol. 41(1), pages 82-109, March.
    10. Denis Bouyssou & Thierry Marchant & Marc Pirlot, 2023. "A theoretical look at Electre Tri-nB and related sorting models," 4OR, Springer, vol. 21(1), pages 1-31, March.
    11. Cinelli, Marco & Kadziński, Miłosz & Gonzalez, Michael & Słowiński, Roman, 2020. "How to support the application of multiple criteria decision analysis? Let us start with a comprehensive taxonomy," Omega, Elsevier, vol. 96(C).
    12. Paulo H. Baumann & Tiago Milagres Miranda & Fabio Romero & Dário Takahata & Alden Uehara Antunes & João Castilho Neto & Leonardo H. T. Ferreira Neto & Ângelo C. Lorenzo Alves & Luísa Morais Azevedo & , 2016. "Crew Dispatch for Commercial and Technical Services in an Electric Power Distribution Company Using ACO Technique," Asian Engineering Review, Asian Online Journal Publishing Group, vol. 3(3), pages 17-23.
    13. Ciomek, Krzysztof & Ferretti, Valentina & Kadzinski, Milosz, 2018. "Predictive analytics and disused railways requalification: insights from a Post Factum Analysis perspective," LSE Research Online Documents on Economics 85922, London School of Economics and Political Science, LSE Library.
    14. Leyva López, Juan Carlos & Solano Noriega, Jesús Jaime & Figueira, José Rui & Liu, Jun & Gastélum Chavira, Diego Alonso, 2021. "Non-dominated sorting genetic-based algorithm for exploiting a large-sized fuzzy outranking relation," European Journal of Operational Research, Elsevier, vol. 293(2), pages 615-631.
    15. Nejc Trdin & Marko Bohanec, 2018. "Extending the multi-criteria decision making method DEX with numeric attributes, value distributions and relational models," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 26(1), pages 1-41, March.
    16. Ileana Iocola & Gabriele Campanelli & Mariangela Diacono & Fabrizio Leteo & Francesco Montemurro & Alessandro Persiani & Stefano Canali, 2018. "Sustainability Assessment of Organic Vegetable Production Using a Qualitative Multi-Attribute Model," Sustainability, MDPI, vol. 10(10), pages 1-20, October.
    17. Khannoussi, Arwa & Meyer, Patrick & Chaubet, Aurore, 2023. "A multi-criteria decision aiding approach for upgrading public sewerage systems and its application to the city of Brest," Socio-Economic Planning Sciences, Elsevier, vol. 87(PA).
    18. Fancello, Giovanna & Tsoukiàs, Alexis, 2021. "Learning urban capabilities from behaviours. A focus on visitors values for urban planning," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
    19. Bana e Costa, Carlos A. & Oliveira, Carlos S. & Vieira, Victor, 2008. "Prioritization of bridges and tunnels in earthquake risk mitigation using multicriteria decision analysis: Application to Lisbon," Omega, Elsevier, vol. 36(3), pages 442-450, June.
    20. Denys Yemshanov & Frank H. Koch & Yakov Ben‐Haim & Marla Downing & Frank Sapio & Marty Siltanen, 2013. "A New Multicriteria Risk Mapping Approach Based on a Multiattribute Frontier Concept," Risk Analysis, John Wiley & Sons, vol. 33(9), pages 1694-1709, September.

    More about this item

    Keywords

    R; MCDA; Decision aiding process;
    All these keywords.

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:eurjdp:v:5:y:2017:i:1:d:10.1007_s40070-017-0064-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.