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A semi-automated approach for structuring multi criteria decision problems

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  • Maier, Konradin
  • Stix, Volker
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    Abstract

    This article seeks to enhance multi criteria decision making by providing a scientific approach for decomposing and structuring decision problems. We propose a process, based on concept mapping, which integrates group creativity techniques, card sorting procedures, quantitative data analysis and algorithmic automatization to construct meaningful and complete hierarchies of criteria. The algorithmic aspect is covered by a newly proposed recursive cluster algorithm, which automatically generates hierarchies from card sorting data. Based on comparison with another basic algorithm and empirical engineered and real-case test data, we validate that our process efficiently produces reasonable hierarchies of descriptive elements like goal- or problem-criteria.

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    File URL: http://www.sciencedirect.com/science/article/pii/S0377221712007643
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    Bibliographic Info

    Article provided by Elsevier in its journal European Journal of Operational Research.

    Volume (Year): 225 (2013)
    Issue (Month): 3 ()
    Pages: 487-496

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    Handle: RePEc:eee:ejores:v:225:y:2013:i:3:p:487-496

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    Web page: http://www.elsevier.com/locate/eor

    Related research

    Keywords: Problem structuring; Multiple criteria analysis; Concept mapping; Hierarchical decomposition;

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    1. Feng, Cheng-Min & Wu, Pei-Ju & Chia, Kai-Chieh, 2010. "A hybrid fuzzy integral decision-making model for locating manufacturing centers in China: A case study," European Journal of Operational Research, Elsevier, vol. 200(1), pages 63-73, January.
    2. Saaty, Thomas L. & Shih, Hsu-Shih, 2009. "Structures in decision making: On the subjective geometry of hierarchies and networks," European Journal of Operational Research, Elsevier, vol. 199(3), pages 867-872, December.
    3. Mackenzie, Adrian & Pidd, Michael & Rooksby, John & Sommerville, Ian & Warren, Ian & Westcombe, Mark, 2006. "Wisdom, decision support and paradigms of decision making," European Journal of Operational Research, Elsevier, vol. 170(1), pages 156-171, April.
    4. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    5. von Winterfeldt, Detlof & Fasolo, Barbara, 2009. "Structuring decision problems: A case study and reflections for practitioners," European Journal of Operational Research, Elsevier, vol. 199(3), pages 857-866, December.
    6. JS Dodgson & M Spackman & A Pearman & LD Phillips, 2009. "Multi-criteria analysis: a manual," Economic History Working Papers 12761, London School of Economics and Political Science, Department of Economic History.
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