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The Best Linear Separation of Two Sets

In: Constructive Nonsmooth Analysis and Related Topics

Author

Listed:
  • V. N. Malozemov

    (Saint Petersburg State University)

  • E. K. Cherneutsanu

    (Saint Petersburg State University)

Abstract

Consider the problem of the best approximate separation of two finite sets in the linear case. This problem is reduced to the problem of nonsmooth optimization, analyzing which we use all power of the linear programming theory. Ideologically we follow Bennett and Mangassarian (Optim. Meth. Software 1, 23–34 1992).

Suggested Citation

  • V. N. Malozemov & E. K. Cherneutsanu, 2014. "The Best Linear Separation of Two Sets," Springer Optimization and Its Applications, in: Vladimir F. Demyanov & Panos M. Pardalos & Mikhail Batsyn (ed.), Constructive Nonsmooth Analysis and Related Topics, edition 127, pages 175-183, Springer.
  • Handle: RePEc:spr:spochp:978-1-4614-8615-2_11
    DOI: 10.1007/978-1-4614-8615-2_11
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    Cited by:

    1. Xeniya Vladimirovna Grigor’eva, 2016. "Approximate Functions in a Problem of Sets Separation," Journal of Optimization Theory and Applications, Springer, vol. 171(2), pages 550-572, November.

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