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Modelling decision knowledge for the evaluation of water management investment projects

Author

Listed:
  • Marjan Brelih

    (University of Maribor)

  • Uroš Rajkovič

    (University of Maribor)

  • Tomaž Ružič

    (Petrol d.d., Ljubljana)

  • Blaž Rodič

    (Faculty of Information Studies in Novo Mesto)

  • Daniel Kozelj

    (University of Ljubljana)

Abstract

Water resources are facing increased stress owing to population growth and environmental pollution. Water utility companies are concerned about this, and they are increasingly utilizing decision support systems to achieve higher transparency in utility investment project selection and to improve the economic management of water supply systems and resource exploitation. However, utility investment project decisions involve a diverse set of quantitative and qualitative criteria. This makes the selection of an appropriate decision method difficult. We have developed a novel hybrid multi-criteria decision method that integrates quantitative and qualitative criteria value domains in the same decision-making model and applied it to a real-world case involving a large multi-utility operator. The method is based on the decision expert and multi-attribute utility theory methods, which were modified to facilitate conversion between criteria domains. Our innovative approach allows for the use of the expressive power and comprehensibility of the qualitative method while maintaining the precision of the quantitative method, enabling decision makers to differentiate more easily between worthwhile and less feasible utility investment projects in the field of safe drinking water supply. The proposed method is applicable to a wide range of decision problems involving a diverse set of decision criteria.

Suggested Citation

  • Marjan Brelih & Uroš Rajkovič & Tomaž Ružič & Blaž Rodič & Daniel Kozelj, 2019. "Modelling decision knowledge for the evaluation of water management investment projects," 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. 27(3), pages 759-781, September.
  • Handle: RePEc:spr:cejnor:v:27:y:2019:i:3:d:10.1007_s10100-018-0600-5
    DOI: 10.1007/s10100-018-0600-5
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    References listed on IDEAS

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    1. Yang, Jian-Bo, 2001. "Rule and utility based evidential reasoning approach for multiattribute decision analysis under uncertainties," European Journal of Operational Research, Elsevier, vol. 131(1), pages 31-61, May.
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    3. Matej Mihelčić & Marko Bohanec, 2017. "Approximating incompletely defined utility functions of qualitative multi-criteria modeling method DEX," 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. 25(3), pages 627-649, September.
    4. Znidarsic, Martin & Bohanec, Marko & Zupan, Blaz, 2008. "Modelling impacts of cropping systems: Demands and solutions for DEX methodology," European Journal of Operational Research, Elsevier, vol. 189(3), pages 594-608, September.
    5. Athanasios Kolios & Varvara Mytilinou & Estivaliz Lozano-Minguez & Konstantinos Salonitis, 2016. "A Comparative Study of Multiple-Criteria Decision-Making Methods under Stochastic Inputs," Energies, MDPI, vol. 9(7), pages 1-21, July.
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    Cited by:

    1. Andrej Kastrin & Janez Povh & Lidija Zadnik Stirn & Janez Žerovnik, 2021. "Methodologies and applications for resilient global development from the aspect of SDI-SOR special issues of CJOR," 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. 29(3), pages 773-790, September.

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