A semi-automated approach for structuring multi criteria decision problems
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.
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
Volume (Year): 225 (2013)
Issue (Month): 3 ()
|Contact details of provider:|| Web page: http://www.elsevier.com/locate/eor|
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Trochim, William M. K., 1989. "Concept mapping : Soft science or hard art?," Evaluation and Program Planning, Elsevier, vol. 12(1), pages 87-110, January.
- 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.
- 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.
- 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.
- 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.
- 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.
- Keeney,Ralph L. & Raiffa,Howard, 1993. "Decisions with Multiple Objectives," Cambridge Books, Cambridge University Press, number 9780521438834, October.
- 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.
When requesting a correction, please mention this item's handle: RePEc:eee:ejores:v:225:y:2013:i:3:p:487-496. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Shamier, Wendy)
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 references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.