Abstract
Since its inception, Multiple Criteria Decision Making (MCDM) was destined to evolve alternative notions of optimality. Its challenges to the traditional OR/MS single-objective maximization have crossed the generations, continuing for some 25 years. Yet, its alternative notions of optimality still remain mostly undeveloped.
It is multiple rather than single criteria that characterize “the best” (optimal) in the areas of economics, engineering, management and business. In this paper we develope the notion of optimum conceived as a balance among multiple criteria. We propose a classificational scheme of eight different, separate and mutually irreducible optimality concepts, with the traditional single-objective “optimality” representing a one special case. The eight optimality concepts provide a useful foundation and framework for the future of MCDM in both research and applications.
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Bibliography
Von Neumann, J. and O. Morgenstern, Theory of Games and Economic Behavior. 3rd Edition, Princeton University Press, Princeton, N. J., 1953, pp. 10–11.
Kuhn, H. W. and A. W. Tucker, “Non linear Programming,ö in: J. Neyman (ed.), Proceedings of the Second Berkeley Symposium on Mathematical Statistics and Probability, University of California Press, Berkeley, CA, 1951, p. 488.
Zeleny, M, “Optimizing Given Systems vs. Designing Optimal Systems: The De Novo Programming Approach,” General Systems. 17(1990)4, pp. 295–307.
Zeleny, M., Trade-Offs-Free Management via De Novo Programming,” International Journal of Operations and Quantitative Management. 1(1995)1, pp. 3–13.
Zeleny, M., “Optimal System Design with Multiple Criteria: De Novo Programming Approach,” Engineering Costs and Production Economics, 10, 1986, pp. 89–94.
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© 1997 Springer-Verlag Berlin Heidelberg
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Zeleny, M. (1997). From Maximization to Optimization: MCDM and the Eight Models of Optimality. In: Karwan, M.H., Spronk, J., Wallenius, J. (eds) Essays In Decision Making. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-60663-2_8
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DOI: https://doi.org/10.1007/978-3-642-60663-2_8
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-64499-3
Online ISBN: 978-3-642-60663-2
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