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Multiple Criteria Decision Analysis Software

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Multiple Criteria Decision Analysis

Part of the book series: International Series in Operations Research & Management Science ((ISOR,volume 233))

Abstract

We provide an updated overview of the state of multiple criteria decision support software. Many methods and approaches have been proposed in the literature to handle multiple criteria decision analysis, and there is an abundance of software that implements or supports many of these approaches. Our review is structured around several decision considerations when searching for appropriate available software.

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Notes

  1. 1.

    http://www.solver.com/about.htm.

References

  1. Agrell, P.J., Steuer, R.E.: ACADEA—a decision support system for faculty performance reviews. J. Multi-Criteria Decis. Anal. 9(5), 191–204 (2000)

    Article  Google Scholar 

  2. Bana e Costa, C.A., Vansnick, J.-C.: The MACBETH approach: basic ideas, software, and an application. In: Meskens, N., Roubens, M. (eds.) Advances in Decision Analysis, pp. 131–157. Kluwer Academic Publishers, Dordrecht (1999)

    Google Scholar 

  3. Belton, V., Stewart, T.J.: Multiple Criteria Decision Analysis. Kluwer Academic Publishers, Dordrecht (2002)

    Book  Google Scholar 

  4. Bisdorff, R., Meyer, P., Roubens, M.: RUBIS: a bipolar-valued outranking method for the choice problem. 4OR: Q. J. Oper. Res. 6(2), 143–165 (2008)

    Google Scholar 

  5. Brans, J.-P., Mareschal, B.: The PROMCALC & GAIA decision support system for multicriteria decision aid. Decis. Support. Syst. 12(4–5), 297–310 (1994)

    Article  Google Scholar 

  6. Brans, J.P.: L’ingénierie de la décision: élaboration d’instruments d’aide à la décision. La méthode PROMETHEE. L’aide à la décision: Nature, Instruments et Perspectives d’Avenir, pp. 183–213. Presses de l’Université Laval, Québec (1982)

    Google Scholar 

  7. Brans, J.P., Vincke, P.: A preference ranking organisation method: the PROMETHEE method for MCDM. Manag. Sci. 31(6), 647–656 (1985)

    Article  Google Scholar 

  8. Brans, J.P., Vincke, P., Mareschal, B.: How to select and how to rank projects: the PROMETHEE method. Eur. J. Oper. Res. 24(2), 228–238 (1986)

    Article  Google Scholar 

  9. Buede, D.: Decision analysis software: aiding the development of insight. OR/MS Today 20(2), 52–60 (1993)

    Google Scholar 

  10. Cahon, S., Melab, N., Talbi, E.G.: ParadisEO: a framework for the reusable design of parallel and distributed metaheuristics. J. Heuristics 10(3), 357–380 (2004)

    Article  Google Scholar 

  11. Chelst, K., Canbolat, Y.B.: Value-Added Decision Making for Managers. CRC Press, Boca Raton (2012)

    Google Scholar 

  12. Chen, J.Q., Lee, S.M.: An exploratory cognitive DSS for strategic decision making. Decis. Support Syst. 36(2), 147–160 (2003)

    Article  Google Scholar 

  13. Cho, K.T.: Multicriteria decision methods: an attempt to evaluate and unify. Math. Comput. Model. 37(9–10), 1099–1119 (2003)

    Article  Google Scholar 

  14. Clímaco, J., Antunes, C.H.: Implementation of a user friendly software package – a guided tour of TRIMAP. Math. Comput. Model. 12(10–11), 1299–1309 (1989)

    Article  Google Scholar 

  15. Csáki, P., Rapcsák, T., Turchányi, P., Vermes, M.: R and D for group decision aid in Hungary by WINGDSS, a Microsoft Windows based Group Decision Support System. Decis. Support Syst. 14(3), 205–217 (1995)

    Article  Google Scholar 

  16. Danielson, M., Ekenberg, L.: A framework for analysing decisions under risk. Eur. J. Oper. Res. 104(3), 474–484 (1998)

    Article  Google Scholar 

  17. Danielson, M., Ekenberg, L.: Computing upper and lower bounds in interval decision trees. Eur. J. Oper. Res. 181(2), 808–816 (2007)

    Article  Google Scholar 

  18. Dempster, A.P.: Upper and lower probabilities induced by a multi-valued mapping. Ann. Math. Stat. 38, 325–339 (1967)

    Article  Google Scholar 

  19. Dias, L., Clímaco, J.: ELECTRE TRI for groups with imprecise information on parameter values. Group Decis. Negot. 9(5), 355–377 (2000)

    Article  Google Scholar 

  20. Dias, L.C., Clímaco, J.N.: Additive aggregation with variable interdependent parameters: the VIP analysis software. J. Oper. Res. Soc. 51(9), 1070–1082 (2000)

    Article  Google Scholar 

  21. Dias, L.C., Mousseau, V., Figueira, J., Clímaco, J., Silva, C.G.: IRIS 1.0 software. Newsletter of the European Working Group “Multicriteria Aid for Decisions” 3(5), 4–6 (2002)

    Google Scholar 

  22. Druzdzel, M.J.: SMILE: Structural Modeling, Inference, and Learning Engine and GeNIe: a development environment for graphical decision-theoretic models. In: Proceedings of the Sixteenth National Conference on Artificial Intelligence and the Eleventh Innovative Applications of Artificial Intelligence Conference, American Association for Artificial Intelligence, Orlando, pp. 902–903 (1999)

    Google Scholar 

  23. Dyer, J.S., Fishburn, P.C., Steuer, R.E., Wallenius, J., Zionts, S.: Multiple criteria decision making, multiattribute utility theory: the next ten years. Manag. Sci. 38(5), 645–654 (1992)

    Article  Google Scholar 

  24. Edwards, W.: How to use multiattribute utility measurement for social decision making. IEEE Trans. Syst. Man Cybern. 7(5), 326–340 (1977)

    Article  Google Scholar 

  25. Edwards, W., Barron, F.H.: SMARTS and SMARTER: improved simple methods for multiattribute utility measurement. Organ. Behav. Hum. Decis. Process. 60(3), 306–325 (1994)

    Article  Google Scholar 

  26. Farquhar, P.H.: Utility assessment methods. Manag. Sci. 30(11), 1283–1300 (1984)

    Article  Google Scholar 

  27. Figueira, J., Mousseau, V., Roy, B.: ELECTRE methods. In: Figueira, J., Greco, S., Ehrgott, M. (eds.) Multiple Criteria Decision Analysis: State of the Art Surveys, pp. 133–162. Springer, Boston (2005)

    Chapter  Google Scholar 

  28. Geldermann, J., Zhang, K.: Software review: “Decision Lab 2000”. J. Multi-Criteria Decis. Anal. 10(6), 317–323 (2001)

    Article  Google Scholar 

  29. Greco, S., Matarazzo, B., Slowinski, R.: The Use of Rough Sets and Fuzzy Sets in MCDM. Kluwer Academic Publishers, Dordrecht (1999)

    Book  Google Scholar 

  30. Greco, S., Matarazzo, B., Slowinski, R.: Rough sets theory for multicriteria decision analysis. Eur. J. Oper. Res. 129(1), 1–47 (2001)

    Article  Google Scholar 

  31. Greco, S., Mousseau, V., Słowiński, R.: Ordinal regression revisited: multiple criteria ranking using a set of additive value functions. Eur. J. Oper. Res. 191(2), 416–436 (2008)

    Article  Google Scholar 

  32. Hansen, P., Ombler, F.: A new method for scoring additive multi-attribute value models using pairwise rankings of alternatives. J. Multi-Criteria Decis. Anal. 15(3–4), 87–107 (2008)

    Article  Google Scholar 

  33. Hurwicz, L.: Optimality criteria for decision making under ignorance. Cowles Commission Discussion Paper, Statistics 370 (1951)

    Google Scholar 

  34. Jacquet-Lagrèze, E., Siskos, J.: Assessing a set of additive utility functions for multicriteria decision-making: the UTA method. Eur. J. Oper. Res. 10(2), 151–164 (1982)

    Article  Google Scholar 

  35. Keeney, R.L., Raiffa, H.: Decisions with Multiple Objectives. Wiley, New York (1976)

    Google Scholar 

  36. Kelly, G.: The Psychology of Personal Constructs. Norton, New York (1955)

    Google Scholar 

  37. Liefooghe, A., Basseur, M., Jourdan, L., Talbi, E.-G.: ParadisEO-MOEO: a framework for evolutionary multi-objective optimization. In: Obayashi, S., Deb, K., Poloni, C., Hiroyasu, T., Murata, T. (eds.) Evolutionary Multi-Criterion Optimization, Vol 4403 of Lecure Notes in Computer Science, pp. 386–400. Springer, Berlin (2007)

    Google Scholar 

  38. Limayem, M., DeSanctis, G.: Providing decisional guidance for multicriteria decision making in groups. Inf. Syst. Res. 11(4), 386–401 (2000)

    Article  Google Scholar 

  39. Löhne, A.: Vector Optimization with Infimum and Supremum. Springer, Berlin (2011)

    Book  Google Scholar 

  40. Lotov, A.V., Berezkin, V.E., Kamenev, G.K.: Approximation and visualization of the Pareto frontier for non-convex multi-criteria problems. Dokl. Math. 66(2), 260–262 (2002)

    Google Scholar 

  41. Lotov, A.V., Bushenkov, V.A., Chernov, A.V., Gusev, D.V., Kamenev, G.K.: INTERNET, GIS, and interactive decision maps. J. Geogr. Inf. Decis. Anal. 1(2), 118–149 (1997)

    Google Scholar 

  42. Lotov, A.V., Bushenkov, V.A., Kamenev, G.K.: Feasible Goals Method – Search for Smart Decisions. Computing Centre RAS, Moscow (2001)

    Google Scholar 

  43. Lourenço, J.C., Morton, A., Bana e Costa, C.A.: PROBE – a multicriteria decision support system for portfolio robustness evaluation. Decis. Support Syst. 54(1), 534–555 (2012)

    Google Scholar 

  44. Matsatsinis, N.F., Siskos, Y.: MARKEX: an intelligent decision support system for product development decisions. Eur. J. Oper. Res. 113(2), 336–354 (1999)

    Article  Google Scholar 

  45. Miettinen, K., Mäkelä, M.M.: Synchronous approach in interactive multiobjective optimization. Eur. J. Oper. Res. 170(3), 909–922 (2006)

    Article  Google Scholar 

  46. Monte, L., Brittain, J.E., Gallego, E., Håkanson, L., Hofman, D., Jiménez, A.: MOIRA-PLUS: a decision support system for the management of complex fresh water ecosystems contaminated by radionuclides and heavy metals. Comput. Geosci. 35(5), 880–896 (2009)

    Article  Google Scholar 

  47. Mousseau, V., Figueira, J., Dias, L., Gomes da Silva, C., Clímaco, J.: Resolving inconsistencies among constraints on the parameters of an MCDA model. Eur. J. Oper. Res. 147(1), 72–93 (2003)

    Google Scholar 

  48. Mousseau, V., Slowinski, R., Zielniewicz, P.: A user-oriented implementation of the ELECTRE-TRI method integrating preference elicitation support. Comput. Oper. Res. 27(7–8), 757–777 (2000)

    Article  Google Scholar 

  49. Munda, G.: Multicriteria Evaluation in a Fuzzy Environment. Physica-Verlag, Heidelberg (1995)

    Book  Google Scholar 

  50. Mustajoki, J., Marttunen, M.: Comparison of multi-criteria decision analytical software – searching for ideas for developing a new EIA-specific multi-criteria software. IMPERIA Project Report, University of Jyväskylä, Finland (2013)

    Google Scholar 

  51. Newman, J.W.: Management Applications of Decision Theory. Harper & Row, New York (1971)

    Google Scholar 

  52. Papamichail, K.N., French, S.: Decision support in nuclear emergencies. J. Hazard. Mater. 71(1–3), 321–342 (2000)

    Article  Google Scholar 

  53. Patchak, W.M.: Software survey: decision analysis. OR/MS Today 39(5), 39–49 (2012)

    Google Scholar 

  54. Poles, S., Vassileva, M., Sasaki, D.: Multiobjective optimization software. In: Branke, J., Deb, K., Miettinen, K., Słowinski, R. (eds.) Multiobjective Optimization. pp. 329–348. Springer, Berlin (2008)

    Google Scholar 

  55. Potapov, M.A., Kabanov, P.N.: SOLVEX – system for solving nonlinear, global and multicriteria problems. In: Proceedings 3rd IFIP WG-7.6 Working Conference on Optimization-Based Computer-Aided Modelling and Design, Prague, pp. 343–347 (1995)

    Google Scholar 

  56. Ríos Insua, D., Gallego, E., Mateos, A., Ríos-Insua, S.: MOIRA: a decision support system for decision making on aquatic ecosystems contaminated by radioactive fallout. Ann. Oper. Res. 95(1), 341–364 (2000)

    Article  Google Scholar 

  57. Roy, B.: How outranking relation helps multiple criteria decision making. In: Cochrane, J., Zeleny, M. (eds.) Topics in Multiple Criteria Decision Making, pp. 179–201. University of South Carolina Press, Columbia (1973)

    Google Scholar 

  58. Roy, B.: ELECTRE III: Un algorithme de classements fondé sur une représentation floue des préférences en présence de critères multiples. Cahiers du Centre d’Etudes de Recherche Opérationnelle (Belgique) 20(1), 3–24 (1978)

    Google Scholar 

  59. Roy, B.: The outranking approach and the foundations of ELECTRE methods. Theor. Decis. 31(1), 49–73 (1991)

    Article  Google Scholar 

  60. Parashar, S., Clarich, A., Geremia, P., Otani, A.: Reverse Multi-Objective Robust Design Optimization (R-MORDO) using chaos collocation based robustness quantification for engine calibration. In: 13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, Fort Worth, p. 9038 (2010)

    Google Scholar 

  61. Saaty, T.L.: The Analytic Hierarchy Process. McGraw-Hill, New York (1980)

    Google Scholar 

  62. Salo, A., Hämäläinen, R.P.: Preference ratio in multiattribute evaluation (PRIME) –elicitation and decision procedures under incomplete information. IEEE Trans. Syst. Man Cybern. Part A 31(6), 533–545 (2001)

    Article  Google Scholar 

  63. Salo, A., Hämäläinen, R.P.: Processing interval judgments in the analytic hierarchy process. In: Goicocchea, A., Duckstein, L., Zionts, S. (eds.) Multiple Criteria Decision Making, pp. 359–371. Springer, New York (1991)

    Google Scholar 

  64. Salo, A., Hämäläinen, R.P.: Preference programming through approximate ratio comparisons. Eur. J. Oper. Res. 82(3), 458–475 (1995)

    Article  Google Scholar 

  65. Salo, A., Punkka, A.: Rank inclusion in criteria hierarchies. Eur. J. Oper. Res. 163(2), 338–356 (2005)

    Article  Google Scholar 

  66. Savage, L.J.: The theory of statistical decision. J. Am. Stat. Assoc. 46(253), 55–67 (1951)

    Article  Google Scholar 

  67. Savage, L.J.: Foundations of Statistics, 2nd edn. Dover, New York (1972)

    Google Scholar 

  68. Seixedo, C., Tereso, A.: A multicriteria decision aid software application for selecting MCDM software using AHP. In: Proceedings of the 2nd International Conference on Engineering Optimization, Lisbon (2010)

    Google Scholar 

  69. Shafer, G.: A Mathematical Theory of Evidence. Princeton University Press, Princeton (1976)

    Google Scholar 

  70. Siskos, Y., Matsatsinis, N.F.: A DSS for market analysis and new product design. J. Decis. Syst. 2(1), 35–63 (1993)

    Article  Google Scholar 

  71. Siskos, Y., Spyridakos, A., Yannacopoulos, D.: MINORA: a multicriteria decision aiding system for discrete alternatives. J. Inf. Sci. Technol. 2(2), 136–149 (1993)

    Google Scholar 

  72. Talašová, J., Holeček, P.: The FuzzME software package. In: Proceedings of the Joint International Fuzzy Systems Association World Congress and the European Society of Fuzzy Logic and Technology Conference, Lisbon (2009)

    Google Scholar 

  73. Von Winterfelt, D., Edwards, W.: Decision Analysis and Behavioral Research. Cambridge University Press, Cambridge (1986)

    Google Scholar 

  74. Wallenius, J., Dyer, J.S., Fishburn, P.C., Steuer, R.E., Zionts, S., Deb, K.: Multiple criteria decision making, multiattribute utility theory: recent accomplishments and what lies ahead. Manag. Sci. 54(7), 1336–1349 (2008)

    Article  Google Scholar 

  75. Weistroffer, H.R., Smith, C.H., Narula, S.C.: Multiple criteria decision support software. In: Figueira, J., Greco, S., Ehrgott,M. (eds.), Multiple Criteria Decision Analysis: State of the Art Surveys, Springer, Berlin (2005)

    Google Scholar 

  76. Yang, J.B.: Rule and utility based evidential reasoning approach for multiattribute decision analysis under uncertainties. Eur. J. Oper. Res. 131(1), 31–61 (2001)

    Article  Google Scholar 

  77. Yang, J.B., Singh, M.G.: An evidential reasoning approach for multiple-attribute decision making with uncertainty. IEEE Trans. Syst. Man Cybern. 24(1), 1–18 (1994)

    Article  Google Scholar 

  78. Zapatero, E.G., Smith, C.H., Weistroffer, H.R.: Evaluating multiple-attribute decision support systems. J. Multi-Criteria Decis. Anal. 6, 201–214 (1997)

    Article  Google Scholar 

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Weistroffer, H.R., Li, Y. (2016). Multiple Criteria Decision Analysis Software. In: Greco, S., Ehrgott, M., Figueira, J. (eds) Multiple Criteria Decision Analysis. International Series in Operations Research & Management Science, vol 233. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-3094-4_29

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