Foundations of Multi-Criteria Decision ánalysis: a revisitation

Autores/as

  • Luiz Flávio Autran Monteiro Gomes Universidade Federal do ABC- Rio de Janeiro, Brasil
  • Alexandre Bevilacqua Leoneti Universidade de São Paulo -São Paulo, Brasil

Palabras clave:

MCDA, decision analysis, multi-criteria decision theory

Resumen

The present paper details the foundations of Multi-Criteria Decision Analysis (MCDA) and describes their elementary structure. The paper also discusses the evolution of MCDA methods over the past 30 years and the integration of Artificial Intelligence in handling massive data and collaborative decision-making. By exploring the application of a multi-criteria approach to complex decision processes, highlighting its advantages such as facilitating dialogue among decision-making agents, accommodating subjectivities and uncertainties, and visualizing satisficing solutions as compromises between conflicting viewpoints, the paper aims to contribute to the consolidation of the approach for its practical use by engineers, mathematicians, statisticians, computer scientists, economists, and other experts in Operational Research.

ARK CAICYT: https://id.caicyt.gov.ar/ark:/s18539777/5126torn6

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Referencias

Allais, M. (1953) “Le Comportement De L'homme Rationnel Devant Le Risque: Critique Des Postulats Et Axiomes De L'ecole Americaine”. Econometrica, 21(4), P. 503-546.

Baker, D., Bridges, D., Hunter, R., Johnson, G., Krupa, J., Murphy, J. Sorenson, K. (2001) Guidebook to Decision-Making Methods, Department of Energy, Usa.

Baki, R. (2021) “An Integrated, Multi-Criteria Approach Based on Environmental, Economic, Social, And Competency Criteria for Supplier Selection. Rairo Operations Research, 55, 1487– 1500.

Bana E Costa, C. A. & Vansnick, J. C. (1994) Macbeth – An Interactive Path Towards the Construction of Cardinal Value Functions. Int. Trans. Oper. Res. 1, 489–500

Brans, J. P. & Vincke, P. H. (1985) A Preference Ranking Organization Method. Management Science. 31 (6), 647–656.

Bohanec, M., Bratko, I., Rajkovic, V., And Zupan, B. (2013) “Dex Methodology: Three Decades of Qualitative Multi-Attribute Modeling”. Informatica 37, 49-54.

Chankong, V., Haimes, Y. Y., Thadathil, J., & Zionts, S. (1985). Multiple Criteria Optimization; A State-Of-The-Art Review. In Decision Making with Multiple Objectives (Pp. 36-90). Springer, Berlin, Heidelberg

Charnes, A., & Cooper, W. W. (1977). Goal Programming and Multiple Objective Optimizations: Part 1. European Journal of Operational Research, 1(1), 39-54.

Chateau, J. P. D. (1975). The Capital Budgeting Problem Under Conflicting Financial Policies. Journal Of Business Finance & Accounting, 2(1), 83-103.

Clemen, R.T. And Reilly, T. (2013), Making Hard Decisions with Decisiontools. Cengage Learning, Mason.

Drucker, P.F. And Maciariello, J.A. (2008), Management, Harpercollins, New York.

Ehrgott, M., Figueira, J., And Greco, S. (Eds.) (2010) Trends in Multiple Criteria Decision Analysis. New York: Springer Science+Business Media.

Figueira, J; Greco, S., And Ehrgott, M. (Eds.) (2005) Multiple Criteria Decision Analysis State of The Art Surveys. New York: Springer Science+Business Media.

Gomes, L.F.A.M. & Lima, M.M.P.P. (1991). Todim: Basics and Application to Multicriteria Ranking of Projects with Environmental Impacts. Foundations of Computing and Decision Sciences, 16 (3-4), 113-127.

Gomes, L.F.A.M. & Lima, M.M.P.P. (1992) From Modeling Individual Preferences to Multicriteria Ranking of Discrete Alternatives: A Look at Prospect Theory and The Additive Difference Model. Foundations of Computing and Decision Sciences, 17 (3), 171-184.

Hwang, C. L. & Yoon, K. (1981) Multiple Attribute Decision Making: Methods and Applications. Springer, New York, Ny, Usa.

Keeney, R.L. And Raiffa, H. (1976) Decisions with Multiple Objectives: Preferences and Value Tradeoffs. New York: Wiley.

Leoneti, A. B., & Pires, E. C. (2017). Decision Sciences in The Management of Water Resources: Multi-Criteria Methods And Game Theory Applied To The Field Of Sanitation. Journal of Water, Sanitation and Hygiene for Development, 7(2), 229-242.

Leoneti, A. B., & Gomes, L. F. A. M. (2022). A Typology for Mcdm Methods Based on The Rationality Of Their Pairwise Comparison Procedures. Pesquisa Operacional, 42, E257730.

Li, D.-P., Xie, L., Cheng, P.-F., Zhou, X.-H., And Fu, C.-X. (2021) “Green Supplier Selection Under Cloud Manufacturing Environment: A Hybrid Mcdm Model”. Sage Open, October- December 2021, 1–19.

Moshkovich, H.M. And Mechitov, A.I. (2013) “Verbal Decision Analysis: Foundations and Trends”. Advances in Decision Sciences, Volume 2013, Article Id 697072, 9 Pages, Https://Doi.Org/10.1155/2013/697072.

Opricovic, S., 1998. Multicriteria Optimization of Civil Engineering Systems, Faculty Of Civil Engineering, Belgrade

Petropoulos, F., Laporte, G., Aktas, E., Alumur, S.A., Archetti, C., Ayhan, H., Battarra, M., Bennell, J. A., Bourjolly, J., Boylan, J.E., Breton, M., Canca, D., Charlin, L., Chen, B., Cicek, C.T., Cox Jr, L.A., Currie, C.S.M., Demeulemeester, E., Ding, L., Disney, S.M., Ehrgott, M., Eppler, M.J., Erdogan, G., Fortz, B., Franco, A., Frische, J., Greco, S., Gregory, A.J., Hämäläinen, R.P., Herroelen, W., Hewitt, M., Holmström, J., Hooker, John N, Isik, T., Johnes, J., Kara, B.Y., Karsu, Ö., Kent, K., Köhler, C., Kunc, M., Kuo, Y.H., Letchford, A.N., Leung, J., Li, D., Li, H., Lienert,J., Ljubic, I., Lodi, A., Lozano, S., Lurkin, V., Martello, S., Mchale, I.G., Midgley, G., Morecroft, J.D.W., Mutha, A., Oguz,C., Petrovic,S., Pferschy, U., Psaraftis, H.N., Rose, S., Saarinen, L., Salhi, S., Song, J.S., Sotiros, D., Stecke, K.E., Strauss, A.K., Tarhan, I., Thielen, C., Toth, P., Woensel, T.V., Berghe, G.V., Vasilakis, C., Vaze, V., Vigo, D., Virtanen, K., Wang, X., Weron, R., White, L., Yearworth, M., Yildirim, E.A., Zaccour, G., Zhao, X. (2023): Operational Research: Methods And Applications, Journal Of The Operational Research Society, Doi: 10.1080/01605682.2023.2253852

Radulescu, C.Z., Radulescu, M., And Filip, F.G. (2021) “Cloud Provider Selection A Complex Multicriteria Problem”. Romanian Journal of Information Science and Technology, 24(4), 337– 352

Raiffa, H. (1970) Decision Analysis: Introductory Lectures on Choices Under Uncertainty. Reading: Addison-Wesley.

Roy, B. (1968) “Classement Et Choix En Présence De Points De Vue Multiples: La Méthode Electre”. Revue D’informatique Et De Récherche Operationelle, 2(8), P. 57-75.

Roy, B. And Bouyssou, D. (1993) Aide Multicritère À La Décision: Methods Et Cas. Paris: Economica.

Saaty, T.L. (1980) The Analytic Hierarchy Process. Planning, Priority Setting, Resource Allocation. New York: Mcgraw-Hill.

Simon, H. A. (1960). The New Science of Management Decision.

Simon, H. (1982) Models Of Bounded Rationality, 3 Volumes. Cambridge: The Mit Press.

Stefanoiu, D., Borne, P., Popescu, D., Filip, F.G., And El Kamel, A. (2014) Optimization in Engineering Sciences. Metaheuristics, Stochastic Methods and Decision Support. New York: Wiley.

Zhang, X. And Xu, Z. (2017) Hesitant Fuzzy Methods for Multiple Criteria Decision Analysis, Studies in Fuzziness and Soft Computing 345. New York: Springer.

Zavadskas, E.K., Turskis, Z., And Kildienė, S. (2014) “State of Art Surveys of Overviews on Mcdm/Madm Methods”. Technological and Economic Development of Economy, 20(1), 165– 179.

Zeleny, M. (2011). “Multiple Criteria Decision Making (Mcdm): From Paradigm Lost to Paradigm Regained?”. Journal Of Multi‐Criteria Decision Analysis, 18(1-2), 77-89

Zopounidis, C. And Pardalos, P.M. (Eds.) (2010) Handbook of Multicriteria Analysis. Heidelberg: Springer-Verlag.

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Publicado

2024-11-30

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Artículos Científicos

Cómo citar

Foundations of Multi-Criteria Decision ánalysis: a revisitation. (2024). Revista De La Escuela De Perfeccionamiento En Investigación Operativa, 32(56). https://revistas.psi.unc.edu.ar/index.php/epio/article/view/47351