Abstract
Over the last three decades a large body of research in the field of ELECTRE family methods appeared. This research has been conducted by several researchers mainly in Europe. The purpose of this chapter is to present a survey of the ELECTRE methods since their first appearance in mid-60s, when ELECTRE I was proposed by Bernard Roy and his colleagues at SEMA consultancy company. The chapter is organized in five sections. The first section presents a brief history of ELECTRE methods. The second section is devoted to the main features of ELECTRE methods. The third section describes the different ELECTRE methods existing in the literature according to the three main problematics: choosing, ranking and sorting. The fourth section presents the recent developments and future issues on ELECTRE methods. Finally, the fifth section is devoted to the software and applications. An extensive and up-to-date bibliography is also provided in the end of this chapter.
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References
Abgueguen, R.: La Sélection des Supports de Presse. Robert Lafont, Paris (1971)
Aissi, H., Roy, B.: Robustness in multi-criteria decision aiding. In: Ehrgott, M., Figueira, J.R., Greco, S. (eds.) Trends in Multiple Criteria Decision Analysis, pp. 101–139. Springer, New York (2010)
Aït Younes, A., Azibi, R., Roy, B.: ELECTRE IS: manuel d’utilisation. Document du LAMSADE 118 and 118bis, Université Paris-Dauphin (2000)
Almeida-Dias, J., Figueira, J.R., Roy, B.: Electre Tri-C: a multiple criteria sorting method based on characteristic reference actions. Eur. J. Oper. Res. 204, 565–580 (2010)
Almeida-Dias, J., Figueira, J.R., Roy, B.: A multiple criteria sorting method defining each category by several characteristic reference actions: the ELECTRE TRI-nC method. Cahier du LAMSADE 294, Université Paris-Dauphine (2010)
Andenmatten, A.: Evaluation du risque de défaillance des émetteurs d’obligations, une approche par l’aide multicritère à la décision. Presses Polytechniques et Universitaires Romandes, Lausanne (1995)
Arondel, C., Girardin, P.: Sorting cropping systems on the basis of their impact on groundwater quality. Eur. J. Oper. Res. 127, 467–482 (2000)
Autran-Gomes, L., Rangel, L., Moreira, R.: Using ELECTRE IV in the promotion of social and economic development: a case study in Rio de Janeiro. Found. Comput. Decis. Sci. 34, 155–172 (2009)
Bana e Costa, C. (ed.): Readings in Multiple Criteria Decision Aid. Springer, Heidelberg (1990)
Bana e Costa, C., Dinis das Neves, C.: Describing and formalizing the evaluation process of Portuguese navy officiers. In: Lockett, A., Islei, G. (eds.) Improving Decision Making in Organisations. Lecture Notes in Economics and Mathematical Systems, vol. 335, pp. 355–369. Springer, Berlin (1989)
Bana e Costa, C., Vansnick, J.: MACBETH – an interactive path towards the construction of cardinal value functions. Int. Trans. Oper. Res. 1, 489–500 (1994)
Barda, O., Dupuis, J., Lencioni, P.: Multicriteria location of thermal power plants. Eur. J. Oper. Res. 45, 332–346 (1990)
Beccali, M., Cellura, M., Ardente, D.: Decision making in energy planning: the ELECTRE multicriteria analysis approach compared to a fuzzy-sets methodology. Energy Convers. Manag. 39(16–18), 1869–1881 (1998)
Benayoun, R., Roy, B., Sussman, B.: ELECTRE: Une méthode pour guider le choix en présence de points de vue multiples. Note de travail 49, SEMA-METRA International, Direction Scientifique (1966)
Bertier, P., Gagey, G., de Montgolfier, J., Roy, B.: Choix de tracés autoroutiers en milieu suburbain: Faut-il vraiment endommager des sites urbains et∕ou forestiers, lesquels? Communication aux journées de formation “transports et agglomérations”, Nice (1972)
Bétolaud, Y., Février, R.: Conservation des forêts suburbaines et passage des autoroutes. In: Revue Forestière Française, pp. 197–200 (1973)
Blondeau, P., Spérandio, M., Allard, F.: Multicriteria analysis of ventilation in summer period. Build. Environ. 37(2), 165–176 (2002)
Bouyssou, D.: Modelling inaccurate determination, uncertainty, imprecision using multiple criteria. In: Lockett, A., Islei, G. (eds.) Improving Decision Making in Organisations. Lecture Notes in Economics and Mathematical Systems, vol. 335, pp. 78–87. Springer, Berlin (1989)
Bouyssou, D., Roy, B.: La notion de seuils de discrimination en analyse multicritère. INFOR 25(4), 302–313 (1987)
Bouyssou, D., Marchant, T., Pirlot, M., Perny, P., Tsoukiàs, A., Vincke, Ph.: Evaluation and Decision Model. A Critical Perspective. Kluwer Academic, Dordrecht (2000)
Bouyssou, D., Jacquet-Lagrèze, E., Perny, P., Słowiński, R., Vanderpooten, D., Vincke, Ph. (eds.): Aiding Decisions with Multiple Criteria: Essays in Honour of Bernard Roy. Kluwer Academic, Dordrecht (2001)
Buffet, P., Grémy, J., Marc, M., Sussmann, B.: Peut-on choisir en tenant compte de critères multiples? Une méthode ELECTRE et trois applications. Revue METRA VI, 283–316 (1967)
Charpentier, A., Jacquet-Lagrèze, E.: La promotion de l’électricité dans l’entreprise et l’utilisation des méthodes multicritères. In: Thiriez, H., Zionts, S. (eds.) Multiple Criteria Decision Making. Lecture Notes in Economics and Mathematical Systems, vol. 130, pp. 364–377. Springer, Berlin (1976)
Colorni, A., Paruccini, M., Roy, B. (eds.): A-MCD-A – Aide Multi-Critère à la Décision – Multiple Criteria Decision Aiding. The European Commission Joint Research Center, Luxemburg (2001)
Colson, G.: The OR’s prize winner and the software ARGOS: how a multijudge and multicriteria ranking GDSS helps a jury to attribute a scientific award. Comput. Oper. Res. 27(7–8), 741–755 (2000)
Damart, S.: Aide à la décision et processus de décision collectifs: La contribution des outils d’aide à la décision aux démarches de concertation. Ph.D. thesis, Université Paris-Dauphine (2003)
Damart, S., Mousseau, V., Sommerlatt, I.: Du mode d’implication d’acteurs multiples dans le cadre de l’utilisation d’un modèle d’affectation multicritère: analyse au regard d’une application à la tarification des transports publics. INFOR 40(3), 199–222 (2002)
Danila, N.: Méthodologie d’aide à la décision dans le cas d’investissements fort dépendants. Ph.D. thesis, Université Paris-Dauphine (1980)
de Montgolfier, J., Bertier, P.: Approche Multicritère des Problèmes de Décision. Editions Hommes et Techniques, Paris (1978)
Dias, L., Clímaco, J.: On computing ELECTRE’s credibility indices under partial information. J. Multicrit. Decis. Anal. 8(2), 74–92 (1999)
Dias, L., Clímaco, J.: ELECTRE TRI for groups with imprecise information on parameter values. Group Decis. Negot. 9(5), 355–377 (2000)
Dias, L., Mousseau, V.: Inferring ELECTRE’s veto-related parameters from outranking examples. Eur. J. Oper. Res. 170, 172–191 (2006)
Dias, L., Mousseau, V., Figueira, J., Clímaco, J.: An aggregation∕disaggregation approach to obtain robust conclusions with ELECTRE TRI. Eur. J. Oper. Res. 138, 332–348 (2002)
Dimitras, A.I., Zopounidis, C., Hurson, C.: Assessing financial risks using a multicriteria sorting procedure: the case of country risk asessment. Found. Comput. Decis. Sci. 29, 97–109 (2001)
Duckstein, L., Gershon, M.: Multicriterion analysis of a vegetation management problem using ELECTRE II. Appl. Math. Model. 7(4), 254–261 (1983)
Evans, J.: Sensitivity analysis in decision theory. Decis. Sci. 15, 239–247 (1984)
Ferrand, D., Martel, J.: Le choix multicritère des items d’une échelle de mesure. Math. Sci. Humaines 89, 35–59 (1985)
Fichefet, J., Leclercq, J.: A multicriteria microcomputer-assisted system for the identification of bacteria. Eur. J. Oper. Res. 24, 12–22 (1986)
Figueira, J., Roy, B.: Determining the weights of criteria in the ELECTRE type methods with a revised Simos’ procedure. Eur. J. Oper. Res. 139, 317–326 (2002)
Figueira, J.R., Roy, B.: A note on the paper, “ranking irregularities when evaluating alternatives by using some electre methods, by Wang and Triantaphyllou, omega (2008)”. OMEGA 37, 731–733 (2009)
Figueira, J.R., Greco, S., Roy, B.: Electre methods with interaction between criteria: an extension of the concordance index. Eur. J. Oper. Res. 199(2), 496–505 (2009)
Figueira, J.R., Greco, S., Słowiński, R., Roy, B.: ELECTRE methods: main features and recent developments. In: Zopounidis, C., Pardalos, P. (eds.) Handbook of Multicriteria Analysis, pp. 51–89. Springer, New York (2010)
Figueira, J.R., Almeida-Dias, J., Matias, S., Roy, R., Carvalho, M.J., Plancha, C.E.: ELECTRE TRI-C, a multiple criteria decision aiding sorting model applied to assisted reproduction. Int. J. Med. Inform. 80(4), 262–273 (2011)
Gabrel, V.: Méthodologie pour la planification de production de système d’observation de la terre par satellites: aspects algorithmiques et multicritères. Ph.D. thesis, Université Paris-Dauphine (1994)
Gal, T., Stewart, T., Hanne, T. (eds.): Advances in MultCriteria Decision Making – MCDM Models, Algorithms, Theory, and Applications. Kluwer Academic, Boston (1999)
Gargaillo, L.: Réponse à l’article “Le plan d’extension du métro en banlieue parisienne, un cas type de l’analyse multicritère”. Les Cahiers Scientifiques de la Revue Transports 7, 52–57 (1982)
Georgopoulou, E., Lalas, D., Papagiannakis, L.: A multicriteria decision aid approach for energy planning problems: the case of renewable energy option. Eur. J. Oper. Res. 103(1), 38–54 (1997)
Georgopoulou, E., Sarafidis, Y., Mirasgedis, S., Zaimi, S., Lalas, D.: A multiple criteria decision-aid approach in defining national priorities for greenhouse gases emissions reduction in the energy sector. Eur. J. Oper. Res. 146, 199–215 (2003)
Gershon, M., Duckstein, L., McAniff, R.: Multiobjective river basin planning with qualitative criteria. Water Resour. Res. 18, 193–202 (1982)
Greco, S., Słowiński, R., Figueira, J.R., Mousseau, V.: Robust ordinal regression. In: Ehrgott, M., Figueira, J.R., Greco, S. (eds.) Trends in Multiple Criteria Decision Analysis, pp. 273–320. Springer, New York (2010)
Grolleau, J., Tergny, J.: Manuel de référence du programme ELECTRE II. Document de travail 24, SEMA-METRA International, Direction Scientifique (1971)
Hokkanen, J., Salminen, P.: Choosing a solid waste management system using multicriteria decision analysis. Eur. J. Oper. Res. 98(1), 19–36 (1997)
Hugonnard, J., Roy, B.: Le plan d’extension du métro en banlieue parisienne, un cas type d’application de l’analyse multicritère. Les Cahiers Scientifiques de la Revue Transports 6, 77–108 (1982)
Hurson, C., Zopounidis, C.: On the use of multicriteria decision aid methods to portfolio selection. J. Euro-Asian Manag. 1(2), 69–94 (1995)
Hurson, C., Zopounidis, C.: On the use of multicriteria decision aid methods to portfolio selection. In: Clímaco, J. (ed.) Multicriteria Analysis, pp. 496–507. Springer, Berlin (1997)
Jacquet-Lagrèze, E.: Le problème de l’agrégation des préférences: Une classe de procédures à seuil. Math. Sci. Humaines 43, 29–37 (1973)
Jacquet-Lagrèze, E.: How we can use the notion of semi-orders to build outranking relations in multicriteria decision making. In: Wendt, E., Vleck, C. (eds.) Utility, Subjective Probability and Human Decision Making, pp. 87–112. Reidel, Dordrecht (1975)
Jacquet-Lagrèze, E., Siskos, Y.: Assessing a set of additive utility functions for multicriteria decision making: the UTA method. Eur. J. Oper. Res. 10, 151–164 (1982)
Jacquet-Lagrèze, E., Siskos, Y. (eds.) Méthode de Décision Multicritère. Editions Hommes et Techniques, Paris (1983)
Joerin, F., Thériault, M., Musy, A.: Using GIS and outranking multicriteria analysis for land-use suitability assessment. Int. J. Geogr. Inf. Sci. 15(2), 153–174 (2001)
Kampke, R.: Sensitivity analysis for assessing preferentially independent order relations. Comput. Oper. Res. 23(12), 1119–1130 (1996)
Karagiannidis, A., Moussiopoulos, N.: Application of ELECTRE III for the integrated management of municipal solid wastes in the greater Athens area. Eur. J. Oper. Res. 97(3), 439–449 (1997)
Keeney, R., Raiffa, H.: Decisions with Multiple Objectives: Preferences and Value Tradeoffs. Wiley, New York (1976)
Khoury, N., Martel, J., Yourougou, P.: A multicriterion approach to country selection for global index founds. Document de travail FSA 91-13, Faculté des Sciences de l’Administration, Université Laval, Québec (1991)
Labbouz, S., Roy, B., Diab, Y., Christen, M.: Implementing a public transport line: multi-criteria decision-making methods that facilitate concertation. Oper. Res. Int. J. 8, 5–31 (2008)
Laffy, R.: La méthode MARSAN pour la recherche de produits nouveaux. Presented at the ESOMAR congress, Copenhagen (1966)
Lahdelma, R., Salminen, P., Hokkanen, J.: Locating a waste treatment facility by using stochastic multicriteria acceptability analysis with ordinal criteria. Eur. J. Oper. Res. 142, 345–356 (2002)
Mahmoud, M., Garcia, L.: Comparison of different multicriteria evaluation methods for the Red Bluff diversion dam. Environ. Model. Softw. 15(5), 471–478 (2000)
March, J.: Ambiguity and the engineering of choice. Bell J. Econ. 9, 587–608 (1978)
Martel, J., Rousseau, A.: Cadre de référence d’une démarche multicritère de gestion intégrée des ressources en milieu forestier. Document technique 93-11, Ministère de l’environment et de la faune, Québec (1993)
Martel, J., Roy, B.: Analyse de la signifiance de diverses procédures d’agrégation multicritère. Annales du LAMSADE 1, Université Paris-Dauphine (2002)
Martel, J., Khoury, N., Bergeron, M.: An application of a multicriteria approach to portfolio comparisons. J. Oper. Res. Soc. 39, 617–628 (1988)
Maystre, L., Pictet, J., Simos, J.: Les Méthodes Multicritères ELECTRE. Presses Polytechniques et Universitaires Romandes, Lausanne (1994)
Merad, M.M., Verdel, T., Roy, B., Kouniali, S.: Use of multi-criteria decision-aids for risk zoning and management of large area subjected to mining-induced hazards. Tunn. Undergr. Space Technol. 19, 165–178 (2004)
Michel, J.: La sélection des projects du programme architecture nouvelle. In: Actes du congrès Association Française pour la Cybernétique Economique et Technique (AFCET): Aide à la Décision, Paris, pp. 111–121, 16–17 May 1974
Montano-Guzmán, L.: Fuzzy measures and integrals in the MCDA sorting problematic: methodology and application to the diagnosis of firms. Ph.D. thesis, Université Libre de Bruxelles (2002)
Moscarola, J.: Aide à la décision en présence de critères multiples fondée sur une procédure trichotomique: méthodologie et application. Thèse de doctorat de 3e cycle, Université Paris V René Decartes (1977)
Moscarola, J., Roy, B.: Procédure automatique d’examen de dossiers fondée sur une segmentation trichotomique en présence de critères multiples. RAIRO Recherche Opérationnelle 11(2), 145–173 (1977)
Mousseau, V.: Problèmes liés à l’évaluation de l’importance relative des critères en aide multicritère à la décision: réflexions théoriques, expérimentations et implémentations informatiques. Ph.D. thesis, Université Paris-Dauphine (1993)
Mousseau, V.: Eliciting information concerning the relative importance of criteria. In: Pardalos, P., Siskos, Y., Zopounidis, C. (eds.) Advances in Multicriteria Analysis. Nonconvex Optimization and Its Applications, pp. 17–43. Kluwer Academic, Dordrecht (1995)
Mousseau, V., Dias, L.: Valued outranking relations in ELECTRE providing manageable disaggregation procedures. Eur. J. Oper. Res. 156, 417–482 (2004)
Mousseau, V., Słowiński, R.: Inferring an ELECTRE TRI model from assignment examples. J. Glob. Optim. 12(2), 157–174 (1998)
Mousseau, V., Słowiński, R., Zielniewicz, P.: ELECTRE TRI 2.0a: methodological guide and user’s documentation. Document du LAMSADE 111, Université Paris-Dauphine (1999)
Mousseau, V., Roy, B., Sommerlatt, I.: Elaboration d’un outil d’aide à la décision en vue de l’évolution de la tarification des transports publics en Ile de France. J. Decis. Syst. 9(2), 289–315 (2000)
Mousseau, V., Figueira, J., Naux, J.: Unsing assignment examples to infer weights for ELECTRE TRI method: some experimental results. Eur. J. Oper. Res. 130(2), 263–275 (2001)
Ngo The, A., Mousseau, V.: Using assignment examples to infer category limits for the ELECTRE TRI method. J. Multicrit. Decis. Anal. 11(1), 29–43 (2002)
Norese, M.F.: ELECTRE III as a support for participatory decision-making on the localisation of waste-treatment plants. Land Use Policy 23, 76–85 (2006)
Norese, M.F., Viale, S.: A multi-profile sorting procedure in the public administration. Eur. J. Oper. Res. 138, 365–379 (2002)
Parent, E., Schnabele, P.: Le choix d’un aménagement aquacole: Exemple d’utilisation de la méthode ELECTRE III et comparaison avec d’autres méthodes multicritères d’aide à la décision. Cahier du LAMSADE 47, Université Paris-Dauphine (1988)
Pomerol, J., Barba-Romero, S.: Multicriterion Decision Making in Management. Kluwer Academic, Dordrecht (2000)
Raju, K., Pillai, C.: Multicriterion decision making in river basin planning and development. Eur. J. Oper. Res. 112(2), 249–257 (1999)
Richard, J.: Aide à la décision stratégique en PME. In: Jacquet-Lagrèze, E., Siskos, Y. (eds.) Méthode de décision multicritère, pp. 119–143. Editions Hommes et Techniques, Paris (1983)
Rios Insua, D., French, S.: A framework for sensitivity analysis in discrete multi-objective decision making. Eur. J. Oper. Res. 54, 176–190 (1991)
Roba, E., Sussmann, B., Theys, M.: Les Méthodes de Choix Multicritère Appliquées à la Sélection du Personnel: Models of Manpower. The English University Press, London (1970)
Roberts, F.: Measurement Theory, with Applications to Decision Making, Utility and the Social Sciences. Addison-Wesley, New York (1979)
Rogers, M., Bruen, M.: Choosing realistic values of indifference, preference and veto thresholds for use with environmental criteria within ELECTRE. Eur. J. Oper. Res. 107(3), 542–551 (1998)
Rogers, M., Bruen, M.: A new system for weighting environmental criteria for use within ELECTRE III. Eur. J. Oper. Res. 107(3), 552–563 (1998)
Rogers, M., Bruen, M., Maystre, L.: ELECTRE and Decision Support. Kluwer Academic, London (2000)
Rohmer, J., Veret, J.: Choix d’une stratégie commerciale dans la distribution succursaliste. In: Jacquet-Lagrèze, E., Siskos, Y. (eds.) Méthode de décision multicritère, pp. 91–118. Editions Hommes et Techniques, Paris (1983)
Roussat, N., Dujet, C., Méhui, J.: Choosing a sustainable demolition waste management strategy using multicriteria decision analysis. Waste Manag. 29, 12–20 (2009)
Roy, B.: Classement et choix en présence de points de vue multiples (la méthode ELECTRE). RIRO 8, 57–75 (1968)
Roy, B.: Algèbre Moderne et Théorie des Graphes Orientées vers les Sciences Economiques et Sociales, vol. 1/vol. 2. Dunod, Paris (1969/1970)
Roy, B.: Critères multiples et modélisation des préférences: l’apport des relations de surclassement. Revue d’Économie Politique 1, 1–44 (1974)
Roy, B.: From optimization to multicriteria decision aid: three main operational attitudes. In: Thiriez, H., Zionts, S. (eds.) Multiple Criteria Decision Making. Lecture Notes in Economics and Mathematical Systems, vol. 130, pp. 1–34. Springer, Berlin (1976)
Roy, B.: ELECTRE III: Un algorithme de classements fondé sur une représentation floue des préférences en présence de critères multiples. Cahiers du CERO 20(1), 3–24 (1978)
Roy, B.: A multicriteria analysis for trichotomic segmentation problems. In: Nijkamp, P., Spronk, J. (eds.) Multiple Criteria Analysis: Operational Methods, pp. 245–257. Gower Press, Farnborough (1981)
Roy, B.: Méthodologie Multicritère d’aide à la Décision. Economica, Paris (1985)
Roy, B.: Main sources of inaccurate determination, uncertainty and imprecision in decision models. In: Munier, B., Shakun, M. (eds.) Compromise, Negotiation and Group Decision, pp. 43–62. Reidel Publishing, Dordrecht (1988)
Roy, B.: Main sources of inaccurate determination, uncertainty and imprecision. Math. Comput. Model. 12(10/11), 1245–1254 (1989)
Roy, B.: The outranking approach and the foundations of ELECTRE methods. In: Bana e Costa, C.A. (ed.) Readings in Multiple Criteria Decision Aid, pp. 155–183. Springer, Berlin (1990)
Roy, B.: The outranking approach and the foundations of ELECTRE methods. Theor. Decis. 31, 49–73 (1991)
Roy, B.: Multicriteria Methodology for Decision Aiding. Nonconvex Optimization and Its Applications, vol. 12. Kluwer Academic, Dordrecht (1996)
Roy, B.: A missing link in OR-AD: robustness analysis. Found. Comput. Decis. Sci. 23(3), 141–160 (1998)
Roy, B.: Decision-aiding today: What should we expect? In: Gal, T., Stewart, T., Hanne, T. (eds.) Advances in MultCriteria Decision Making – MCDM Models, Algorithms, Theory, and Applications, pp. 1.1–1.35. Kluwer Academic, Boston (1999)
Roy, B.: Optimisation et analyse multicritère. In: Jessua, C., Labrousse, C., Vitry, D. (eds.) Dictionnaire des Sciences Economiques, pp. 640–643. Presses Universitaires de Frances, Paris (2001)
Roy, B.: Robustesse de quoi et vis-à-vis de quoi mais aussi robustesse pourquoi en aide à la décision? In: Henggeler-Antunes, C., Figueira, J., Clímaco, J. (eds.) Proceedings of the 56th Meeting of the European Working Group Multiple Criteria Decision Aiding, Coimbra, 3–5 October 2002. Commissão de Coordenação da Região Centro, Coimbra (2004)
Roy, B.: To better respond to the robustness concern in decision aiding: four proposals based on a twofold observation. In: Zopounidis, C., Pardalos, P. (eds.) Handbook of Multicriteria Analysis, pp. 3–24. Springer, New York (2010)
Roy, B.: Two conceptions of decision aiding. Int. J. Multicrit. Decis. Mak. 1, 74–79 (2010)
Roy, B., Bertier, P.: La méthode ELECTRE II. Note de travail 142, SEMA-METRA Metra International (1971)
Roy, B., Bertier, P.: La méthode ELECTRE II – Une application au média-planning. In: Ross, M. (ed.) OR’72, pp. 291–302. North-Holland, Amsterdam (1973)
Roy, B., Bouyssou, D.: Comparison of two decision-aid models applied to a nuclear plant siting example. Eur. J. Oper. Res. 25, 200–215 (1986)
Roy, B., Bouyssou, D.: Aide Multicritère à la Décision: Méthodes et Cas. Economica, Paris (1993)
Roy, B., Hugonnard, J.: Classement des prolongements de lignes de métro en banlieue parisienne (présentation d’une méthode multicritère originale). Cahiers du CERO 24(2–4), 153–171 (1982)
Roy, B., Hugonnard, J.: Le plan d’extension du métro en banlieue parisienne, un cas type de l’analyse multicritère. Les Cahiers Scientifiques de la Revue Transports 6, 77–108 (1982)
Roy, B., Hugonnard, J.: Ranking of suburban line extension projects on the Paris metro system by a multicriteria method. Transp. Res. 16A(4), 301–312 (1982)
Roy, B., Hugonnard, J.: Réponse à Monsieur Gargaillo. Les Cahiers Scientifiques de la Revue Transports 7, 58–64 (1982)
Roy, B., Mousseau, V.: A theoretical framework for analysing the notion of relative importance of criteria. J. Multicrit. Decis. Anal. 5, 145–159 (1996)
Roy, B., Skalka, J.: ELECTRE IS: aspects méthodologiques et guide d’utilisation. Document du LAMSADE 30, Université Paris Dauphine (1984)
Roy, B., Słowiński, R.: Handling effects of reinforced preference and counter-veto in credibility of outranking. Eur. J. Oper. Res. 188(1), 185–190 (2008)
Roy, B., Słowiński, R., Treichel, W.: Multicriteria programming of water resources supply systems for rural areas. Water Resour. Bull. 28(1), 13–31 (1992)
Roy, B., Vanderpooten, D.: The European school of MCDA: emergence, basic features and current works. J. Multicrit. Decis. Anal. 5(1), 22–37 (1996)
Roy, B., Jacquet-Lagrèze, E., Blancher, M.: Elaboration de critères permettant une intégration des divers aspects liés au temps dans l’aide à la décision en matière de transports. 1ère phase 1975, 2e phase 1977, Délégation Générale à la Recherche Scientifique et Technique DGRST-SAEI. Action Thématique Programmée ATP Socio-Economie des Transports (1977)
Roy, B., Présent, M., Silhol, D.: A programming method for determining which Paris metro stations should be renovated. Eur. J. Oper. Res. 24, 318–334 (1986)
Saaty, T.: The Analytical Hierarchy Process. McGraw-Hill, New York (1980)
Salminen, P., Hokkanen, J., Lahdelma, R.: Comparing multicriteria methods in the context of environmental problems. Eur. J. Oper. Res. 104(3), 485–496 (1998)
Scharlig, A.: Décider sur Plusieurs Critères, Panorama de l’Aide à la Décision Multicritère. Presses Polytechniques et Universitaires Romandes, Lausanne (1985)
Scharlig, A.: Pratiquer ELECTRE et PROMÉTHÉE: Un complément à décider sur plusieurs critères. Presses Polytechniques et Universitaires Romandes, Lausanne (1996)
Shanian, A., Savadogo, O.: A non-compensatory compromised solution for material selection of bipolar plates for polymer electrolyte membrane fuel cell (PEMFC) using ELECTRE IV. Electrochim. Acta 51, 5307–5315 (2006)
Silva Lopez, R.: Une technique systématique de modélisation multicritère pour l’évaluation d’alternatives de lutte contre la pollution industrielle: Technologies propres ou curatives. Document du LAMSADE 60, Université Paris-Dauphine (1990)
Simos, J.: Gestion des Déchets Solides Urbains Genevois: Les Faits, le Traitement, l’Analyse. Presses Polytechniques et Universitaires Romandes, Lausanne (1990)
Siskos, P., Houridis, S.: Rationalising photovoltaic energy investments with multicriteria decision analysis: a Greek case study. Int. J. Multicrit. Decis. Mak. 1(2), 205–229 (2011)
Siskos, Y., Hubert, Ph.: Multi-criteria analysis of the impacts of energy alternatives: a survey and a new comparative approach. Eur. J. Oper. Res. 13, 278–299 (1983)
Siskos, Y., Wascher, G., Winkels, H.: A bibliography on outranking approaches (1966–1982). Cahier du LAMSADE 31, Université Paris Dauphine (1983)
Srinivasa, R., Duckstein, L., Arondel, C.: Multicriterion analysis for sustainable water resources planning: a case study in Spain. Water Resour. Manag. 14, 435–456 (2000)
Tanguy, Y., Leclere, N.: Une application des méthodes de choix multi-critères à l’étude de l’adéquation des personnels aux postes de travail. In: Actes du congrès Association Française pour la Cybernétique Economique et Technique (AFCET): Aide à la Décision, Paris, pp. 139–147, 16–17 May 1974
Tecle, A., Duckstein, L.: A procedure for selecting MCDM techniques for forest resources management. In: Goicoechea, A., Duckstein, L., Zionts, S. (eds.) Multiple Criteria Decision Making and Support at the Interface of Industry, Business and Finance, pp. 19–32. Springer, New York (1992)
Tecle, A., Fogel, M., Duckstein, L.: Multicriterion analysis of forest watershed management alternatives. Water Resour. Bull. 24, 1169–1178 (1988)
Teng, J., Tzeng, G.: Multicriteria evaluation for strategies of improving and controlling air quality in the super city: a case study of Taipei city. J. Environ. Manag. 40(3), 213–229 (1994)
Tervonen, T., Linkov, I., Figueira, J.R., Steevens, J., Chappel, M., Merad, M.M.: Risk-based classification system of nanomaterials. J. Nanoparticle Res. 11(4), 757–766 (2009)
Tsoukiàs, A., Perny, P., Vincke, Ph.: From concordance/discordance to the modelling of positive and negative reasons in decision aiding. In: Bouyssou, D., Jacquet-Lagrèze, E., Perny, P., Słowiński, R., Vanderpooten, D., Vincke, Ph. (eds.) Aiding Decisions with Multiple Criteria: Essays in Honour of Bernard Roy, pp. 147–174. Kluwer Academic, Dordrecht (2002)
Vallée, D., Zielniewicz, P.: ELECTRE III-IV, version 3.x, Aspects Méthodologiques (tome 1), Guide d’utilisation (tome 2). Document du LAMSADE 85 et 85bis, Université Paris Dauphine (1994)
Vanderpooten, D.: The construction of prescriptions in outranking methods. In: Bana e Costa, C. (ed.) Readings in Multiple Criteria Decision Aid, pp. 184–216. Springer, Heidelberg (1990)
Vansnick, J.: On the problem of weight in multiple criteria decision making (the non-compensatory approach). Eur. J. Oper. Res. 24, 288–294 (1986)
Ventura, M.: Evry 1: Concours d’aménagement urbain. Cahier 31, Institut d’Amenagement et d’Urbanisme de la Région Parisienne (IAURP), Paris (1973)
Vincke, Ph.: Exploitation of a crisp relation in a ranking problem. Theor. Decis. 32(3), 221–240 (1992)
Vincke, Ph.: Multicriteria Decision-Aid. Wiley, New York (1992)
Wijnmalen, D.: A case-study in military decision-making with mission-oriented multiple objectives. In: Clímaco, J. (ed.) Multicriteria Analysis, pp. 549–560. Springer, Berlin (1997)
Yu, W.: Aide multicritère à la décision dans le cadre de la problématique du tri: concepts, méthodes et applications. Ph.D. thesis, Université Paris-Dauphine (1992)
Yu, W.: ELECTRE TRI: Aspects méthodologiques et manuel d’utilisation. Document du LAMSADE 74, Université Paris-Dauphine (1992)
Zopounidis, C.: Evaluation du risque de défaillance de l’entreprise: Méthodes et cas d’application. Economica, Paris (1995)
Zopounidis, C., Hurson, C.: Portfolio selection and multicriteria analysis. In: Floudas, C., Pardalos, P. (eds.) Encyclopedia of Optimization, vol. IV, pp. 310–322. Kluwer Academic, Dordrecht (2001)
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Figueira, J.R., Mousseau, V., Roy, B. (2016). ELECTRE Methods. 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_5
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