Multicriteria Decision Making: A Case Study in the Automobile Industry
AbstractMulti-criteria decision analysis (MCDA) has been one of the fastest-growing areas of operations research during the last decades. The academic attention devoted to MCDA motivated the development of a great variety of approaches and methods within the field. These methods distinguish themselves in terms of procedures, theoretical assumptions and type of decision addressed. This diversity poses challenges to the process of selecting the most suited method for a specific real-world decision problem. In this paper we present a case study in a real-world decision problem arising in the painting sector of an automobile plant. We tackle the problem by resorting to the well-known AHP method and to the MCDA method proposed by Pereira and Fontes (2012) (MMASSI). By relying on two, rather than one, MCDA methods we expect to improve the confidence and robustness of the obtained results. The contributions of this paper are twofold: first, we intend to investigate the contrasts and similarities of the results obtained by distinct MCDA approaches (AHP and MMASSI); secondly, we expect to enrich the literature of the field with a real-world MCDA case study on a complex decision making problem since there is a paucity of applied research work addressing real decision problems faced by organizations.
Download InfoIf 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.
Bibliographic InfoPaper provided by Universidade do Porto, Faculdade de Economia do Porto in its series FEP Working Papers with number 483.
Length: 17 pages
Date of creation: Feb 2013
Date of revision:
AHP; Decision Making; Multicriteria Decision Analysis; Multicriteria Methodology; Automobile Industry;
Find related papers by JEL classification:
- M11 - Business Administration and Business Economics; Marketing; Accounting - - Business Administration - - - Production Management
- C44 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Operations Research; Statistical Decision Theory
This paper has been announced in the following NEP Reports:
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.:
- Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, Elsevier, vol. 48(1), pages 9-26, September.
- James S. Dyer, 1990. "A Clarification of "Remarks on the Analytic Hierarchy Process"," Management Science, INFORMS, INFORMS, vol. 36(3), pages 274-275, March.
- Thomas L. Saaty, 1986. "Axiomatic Foundation of the Analytic Hierarchy Process," Management Science, INFORMS, INFORMS, vol. 32(7), pages 841-855, July.
- Forman, Ernest & Peniwati, Kirti, 1998. "Aggregating individual judgments and priorities with the analytic hierarchy process," European Journal of Operational Research, Elsevier, Elsevier, vol. 108(1), pages 165-169, July.
- James S. Dyer, 1990. "Remarks on the Analytic Hierarchy Process," Management Science, INFORMS, INFORMS, vol. 36(3), pages 249-258, March.
- Ana Pinto Borges & Didier Laussel & JoÃ£o Correia-da-Silva, 2013.
"Multidimensional Screening with Complementary Activities: Regulating a Monopolist with Unknown Cost and Unknown Preference for Empire Building,"
Games, MDPI, Open Access Journal,
MDPI, Open Access Journal, vol. 4(3), pages 532-560, September.
- Ana P. Borges & Didier Laussel & JoÃ£o Correia-da-Silva, 2013. "Multidimensional screening with complementary activities: regulating a monopolist with unknown cost and unknown preference for empire-building," FEP Working Papers 486, Universidade do Porto, Faculdade de Economia do Porto.
- João Correia-da-Silva & Joana Pinho & Hélder Vasconcelos, 2013. "Cartel stability and profits under different reactions to entry in markets with growing demand," FEP Working Papers 487, Universidade do Porto, Faculdade de Economia do Porto.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ().
If references are entirely missing, you can add them using this form.