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Scalarization, Optimality Conditions and Group Decision Making

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Toward Interactive and Intelligent Decision Support Systems

Part of the book series: Lecture Notes in Economics and Mathematical Systems ((LNE,volume 286))

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Abstract

Scalarization means the replacement of multiobjective optimization problem by a scalar objective optimization problem. First, we will present the conditions of the existence of such scalar objective with general binary relation and vector ordering uhich generalize Jahn’s results ([1]). Secona, ue uill utilize this scalar objective to present two ideas of group decision making uhich generalize Tanino-Nakayama-Sauaragi’s results ([2]). Third, for Lipshitz continuous multiobjective problem with general domination structure, ue uill present the necessary ana sufficient conditions of weak efficient solution(nondominated solution) ([3]), meanuhile, as a consequence, a necessary and sufficient conditions of group weak efficient point is obtained.

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References

  1. Jahn, J., Scalarization in vector optimization. Math.Prog.29, 203, 1984.

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  2. Tanino, T., H. Nakayama and Y. Sauaragi, Parametric preference orderings in group decision making. Proc. of 8th Triennial world congress of IFAC, Kyoto, 24–28 August, 1981.

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  3. Yu, P.L., Cone Convexity, cone extreme points, and nondominated solutions in decision problem with multiobjectives. J. opt. th. appl. 14,319–337,1974.

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  4. Clarke, F.H., Optimization and Nonsmooth Analysis. John Wiley & Sons, Neu York, 1983.

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  5. Ying Mei-Qian, The nondominated solution and the proper efficient solution of nonsmooth multiobjective programming. J.sys. sci. & math. scis., 5,269–278, 1985.

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© 1987 Springer-Verlag Berlin Heidelberg

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Mei-Qian, Y. (1987). Scalarization, Optimality Conditions and Group Decision Making. In: Sawaragi, Y., Inoue, K., Nakayama, H. (eds) Toward Interactive and Intelligent Decision Support Systems. Lecture Notes in Economics and Mathematical Systems, vol 286. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-46609-0_39

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  • DOI: https://doi.org/10.1007/978-3-642-46609-0_39

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-17719-7

  • Online ISBN: 978-3-642-46609-0

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