Abstract
Economic theory usually focuses on the optimization of a single criterion subject to a set of rigid constraints. Nevertheless, many decisions in economics require to find a balance between multiple and possibly conflicting criteria to obtain a more realistic representation of actual world problems. In addition, there is a lack of a formal specification of multicriteria economic reasoning. In an attempt to strengthen the links between economics and operations research, we propose a formal approach that underpins an economy in which decisions are made by applying multiple criteria methods. From the analysis of the intersection between economic problems and multiple criteria decision making, we find theoretical patterns underlying multicriteria economics. This formal specification allows us to introduce a set of principles that facilitates the development of more realistic multicriteria economics policies.
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References
Andre FJ, Cardenete MA (2009) Defining efficient policies in a general equilibrium model: a multi-objective approach. Socio-Econ Plan Sci 43(3):192–200
André FJ, Cardenete MA, Romero C (2008) Using compromise programming for macroeconomic policy making in a general equilibrium framework: theory and application to the spanish economy. J Oper Res Soc 59(7):875–883
André FJ, Cardenete MA, Romero C (2009) A goal programming approach for a joint design of macroeconomic and environmental policies: a methodological proposal and an application to the spanish economy. Environ Manag 43(5):888–898
André FJ, Cardenete MA, Romero C (2010) Designing public policies: an approach based on multi-criteria analysis and computable general equilibrium modeling, vol 642. Springer, Berlin
Arrow KJ, Debreu G (1954) Existence of an equilibrium for a competitive economy. Econometrica 22(3):265–290
Ballestero E (1998) Approximating the optimum portfolio for an investor with particular preferences. J Oper Res Soc 49(9):998–1000
Ballestero E (2002) Strict uncertainty: a criterion for moderately pessimistic decision makers. Decis Sci 33(1):87–108
Ballestero E, Garcia-Bernabeu A (2012) Portfolio selection with multiple time horizons: a mean variance-stochastic goal programming approach. INFOR 50(3):106–116
Ballestero E, Pla-Santamaria D (2004) Selecting portfolios for mutual funds. Omega 32(5):385–394
Ballestero E, Romero C (1991) A theorem connecting utility function optimization and compromise programming. Oper Res Lett 10(7):421–427
Ballestero E, Romero C (1993a) Economic optimization by compromise programming: the joint production model. J Multi-Criteria Decis Anal 2(2):65–72
Ballestero E, Romero C (1993b) Weighting in compromise programming: a theorem on shadow prices. Oper Res Lett 13(5):325–329
Ballestero E, Romero C (1998) Multiple criteria decision making and its applications to economic problems. Kluwer Academic Publishers, Dordrecht
Ballestero E, Bravo M, Pérez-Gladish B, Arenas-Parra M, Pla-Santamaria D (2012) Socially responsible investment: a multicriteria approach to portfolio selection combining ethical and financial objectives. Eur J Oper Res 216(2):487–494
Baumol WJ (1952) The transactions demand for cash: an inventory theoretic approach. Q J Econ 66(4):545–556
Bell DE, Raiffa H, Tversky A (1988) Decision making: descriptive, normative, and prescriptive interactions. Cambridge University Press, Cambridge
Bellman R (1957) Dynamic programming. Dover Publications, New York
Ben-Tal A, Nemirovski A (1999) Robust solutions of uncertain linear programs. Oper Res Lett 25(1):1–13
Bertsekas DP (1995) Dynamic programming and optimal control. Athena Scientific, Belmont
Charnes A, Cooper WW (1961) Management models and industrial applications of linear programming. Wiley, New York
Charnes A, Cooper WW, Ferguson RO (1955) Optimal estimation of executive compensation by linear programming. Manag Sci 1(2):138–151
Dorfman R, Samuelson PA, Solow RM (1958) Linear programming and economic analysis. McGraw-Hill, New York
Engau A, Wiecek MM (2007) Generating \(\varepsilon\)-efficient solutions in multiobjective programming. Eur J Oper Res 177(3):1566–1579
Figueira JR, Greco S, Roy B, Słowiński R (2013) An overview of electre methods and their recent extensions. J Multi-Criteria Decis Anal 20(1–2):61–85
Hannan E (1980) Nondominance in goal programming. INFOR 18(4):300–309
Hansen LP, Sargent TJ (2008) Robustness. Princeton University Press, Princeton
Ignizio JP (1983) Generalized goal programming an overview. Comput Oper Res 10(4):277–289
Intriligator MD (1971) Mathematical optimization and economic theory, vol 39. Prentice Hall, Upper Saddle River
Jones D, Tamiz M et al (2010) Practical goal programming, vol 141. Springer, Berlin
Laplace P-S (1825) Essai philosophique sur les probabilités. H. Remy, Paris
Ljungqvist L, Sargent TJ (2000) Recursive macroeconomic theory. MIT press, Cambridge
Loridan P (1984) \(\varepsilon\)-solutions in vector minimization problems. J Optim Theory Appl 43(2):265–276
Markowitz H (1952) Portfolio selection. J Finance 7(1):77–91
Masatlioglu Y, Ok EA et al (2005) Rational choice with status quo bias. J Econ Theory 121(1):1–29
Mas-Colell A, Whinston MD, Green JR et al (1995) Microeconomic theory, vol 1. Oxford University Press, New York
McKenzie LW (1959) On the existence of general equilibrium for a competitive market. Econometrica 27(1):54–71
Miller MH, Orr D (1966) A model of the demand for money by firms. Q J Econ 80(3):413–435
Ok EA et al (2002) Utility representation of an incomplete preference relation. J Econ Theory 104(2):429–449
Pareto V (1896) Course d’economie politique. Rouge, Lausanne
Popper K (2005) The logic of scientific discovery. Routledge, London
Robbins L (1935) An essay on the nature and significance of economic science. MacMillan and Co, London
Romero C (1991) Handbook of critical issues in goal programming. Pergamon Press, Oxford
Romero C, Rehman T (2003) Multiple criteria analysis for agricultural decisions. Elsevier, Amsterdam
Roy B (1996) Multicriteria methodology for decision aiding. Kluwer Academic Publishers, Dordrecht
Roy B, Bouyssou D (1993) Aide multicritère à la décision: méthodes et cas. Economica, Paris
Saaty TL (1980) The analytic hierarchy process. Mc Graw-Hill, New York
Salas-Molina F (2017) Risk-sensitive control of cash management systems. Oper Res. https://doi.org/10.1007/s12351-017-0371-0
Salas-Molina F (2019) Fitting random cash management models to data. Comput Oper Res 106:298–306
Salas-Molina F, Pla-Santamaria D, Rodriguez-Aguilar JA (2018) A multi-objective approach to the cash management problem. Ann Oper Res 267(1–2):515–529
Shoven JB, Whalley J (1984) Applied general-equilibrium models of taxation and international trade: an introduction and survey. J Econ Lit 22(3):1007–1051
Simon HA (1955) A behavioral model of rational choice. Q J Econ 69(1):99–118
Simon HA (1957) Models of man; social and rational. Wiley, New York
Simon HA (1978) Rationality as process and as product of thought. Am Econ Rev 68(2):1–16
Steuer RE, Qi Y, Hirschberger M (2007) Suitable-portfolio investors, nondominated frontier sensitivity, and the effect of multiple objectives on standard portfolio selection. An Oper Res 152(1):297–317
Tamiz M, Jones D (1996) Goal programming and pareto efficiency. J Inf Optim Sci 17(2):291–307
Tamiz M, Jones D, Romero C (1998) Goal programming for decision making: an overview of the current state-of-the-art. Eur J Oper Res 111(3):569–581
Thaler RH (2015) Misbehaving: the making of behavioral economics. WW Norton, New York
Von Neumann J, Morgenstern O (1944) Theory of games and economic behavior. Princeton University Press, Princeton
Wald A (1950) Statistical decision functions. Wiley, New York
Walras L (1954) Elements of pure economics. George Allen and Unwind Ltd, London
Williamson OE (1981) The economics of organization: the transaction cost approach. Am J Sociol 87(3):548–577
Woerheide W, Persson D (1992) An index of portfolio diversification. Financ Serv Rev 2(2):73–85
Yu P-L (1973) A class of solutions for group decision problems. Manag Sci 19(8):936–946
Yu PL (1974) Cone convexity, cone extreme points, and nondominated solutions in decision problems with multiobjectives. J Optim Theory Appl 14(3):319–377
Yu P-L (1985) Multiple-criteria decision making: concepts, techniques, and extensions. Plenum Press, New York
Zeleny M (1981) The pros and cons of goal programming. Comput Oper Res 8(4):357–359
Zeleny M, Cochrane JL (1973) Multiple criteria decision making. University of South Carolina Press, Columbia
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Salas-Molina, F. A formal specification of multicriteria economics. Oper Res Int J 21, 2627–2650 (2021). https://doi.org/10.1007/s12351-019-00528-7
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DOI: https://doi.org/10.1007/s12351-019-00528-7