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Optimizing the structure of a partitioned population

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System Modelling and Optimization

Part of the book series: Lecture Notes in Control and Information Sciences ((LNCIS,volume 197))

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Abstract

In this paper we propose a mathematical model for the controlled evolution of partitioned population. We assume that the values of classification criteria may change in a direct response to external actions. The change of attributes may be controlled by the decision-maker whereby an improvement of the criteria values bears certain cost. Thus we get a bilevel multicriteria optimization problem : an optimal allocation of resources at the lower level, and finding the related nondominated outputs surpassing a reference point q at the higher level. A concrete problem of this type, motivated by ecological and economical applications, will be discussed in more detail, namely optimizing the structure of a finite population Ω by assuring that after a fixed time T a maximal number of its elements is characterised by nondominated values of criteria. Assuming that Ω consists of N elements, the solution to this problem is equivalent to solving parallelly N discrete dynamic programming problems sharing the same resources.

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References

  1. D.P. Bertsekas (1987). Dynamic Programing: Deterministic and Stochastic Models. Prentice-Hall, Inc., Englewood Cliffs, p. 376.

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  4. Making optimal decisions in multicriteria problems with varying attributes. Technical Report IWI HSG, No. 17/1993, March 1993.

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  5. A.M.J. Skulimowski, B.F. Schmid (1992). Redundance-free description of partitioned complex systems. Mathl. Comput. Modelling, 16, No. 10, 71–92.

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Jacques Henry Jean-Pierre Yvon

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© 1994 Springer-Verlag

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Skulimowski, A.M.J. (1994). Optimizing the structure of a partitioned population. In: Henry, J., Yvon, JP. (eds) System Modelling and Optimization. Lecture Notes in Control and Information Sciences, vol 197. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0035527

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  • DOI: https://doi.org/10.1007/BFb0035527

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-19893-2

  • Online ISBN: 978-3-540-39337-5

  • eBook Packages: Springer Book Archive

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