Abstract
In this chapter we explore some topics beyond traditional MCDM. First we explain in the simplest possible terms what multiobjective optimization is, and define the subject matter of this chapter. We discuss the role of tradeoffs and draw a distinction between tradeoffs-based versus tradeoffs-free thinking. Next, we introduce the concept of optimization and optimal systems design. Then we build the foundation of De novo programming, dealing with designing optimal systems in linear cases. Finally, we provide some numerical examples and discuss additional applications where optimal design and multiobjective optimization can be used.
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References
G. Colson and M. Zeleny. Uncertain Prospects Ranking and Portfolio Analysis under the Conditions of Partial Information. Verlag Anton Hain, Meisenheim, 1979.
M. Hessel and M. Zeleny. Optimal system design: Towards new interpretation of shadow prices in linear programming. Computers and Operations Research, 14(4):265–271, 1987
T.C. Koopmans. Activity Analysis of Production and Allocation. Wiley, New York, 1951.
E. Lerner. Managerial Finance. Harcourt Brace Jovanovich, New York, 1971.
H. Markowitz. Portfolio selection. Journal of Finance, 7(1):77–91, 1952.
M. Markowitz. Portfolio Selection: Efficient Diversification of Investments. Wiley, New York, 1959.
M.E. Porter. What is strategy? Harvard Business Review, pages 61–78, 1996. November- December.
Y. Shi. Studies on optimum-path ratios in De Novo programming problems. Computers and Mathematics with Applications, 29:43–50, 1995.
Y. Shi, D.L. Olson, and A. Stam. Advances in Multiple Criteria Decision Making and Human Systems Management: Knowledge and Wisdom. IOS Press, Amsterdam, 2007.
H.A. Simon. A behavioral model of rational choice. Quarterly Journal of Economics, 69:99- 118,1955.
H.A. Simon. Administrative Behavior. The Free Press, New York, 3rd edition, 1976.
M. Zeleny. Compromise programming. In J.L. Cochrane and M. Zeleny, editors, Multiple Criteria Decision Making, pages 263–301. University of South Carolina Press, Columbia, S.C., 1973.
M. Zeleny. The theory of the displaced ideal. In M. Zeleny, editor, Multiple Criteria Decision Making, pages 153–206. Springer-Verlag, Berlin, 1976.
M. Zeleny. Multiple Criteria Decision Making. McGraw-Hill, New York, 1982.
M. Zeleny. Optimal system design with multiple criteria: De Novo programming approach. Engineering Costs and Production Economics, 10:89–94, 1986.
M. Zeleny. Information Technology in Business. Thomson, London, 2001.
M. Zeleny. The evolution of optimality: De Novo programming. In C.A. Coello Coello, A. Hern ández Aguirre, and E. Zitzler, editors, Evolutionary Multi-Criterion Optimization, pages 1–13. Springer-Verlag, Berlin-Heidelberg, 2005.
M. Zeleny. Human Systems Management: Integrating Knowledge, Management and Systems. World Scientific, Hackensack, NJ, 2008.
M. Zeleny. The KM-MCDM interface in decision design: Tradeoffs-free conflict dissolution. International Journal of Applied Decision Sciences, 1(1):3–23, 2008.
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Zeleny, M. (2010). Multiobjective Optimization, Systems Design and De Novo Programming. In: Zopounidis, C., Pardalos, P. (eds) Handbook of Multicriteria Analysis. Applied Optimization, vol 103. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-92828-7_8
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DOI: https://doi.org/10.1007/978-3-540-92828-7_8
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