Autor(en)
Demyanov, A. V.; Gaudioso, M.
Titel
An approach to classification based on separation of sets by means of several ellipsoids
Teil von
  • Optimization, 2005-12-01, Vol.54 (6), p.579-593
Ort / Verlag
ABINGDON: Taylor & Francis Group
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Quelle
Taylor & Francis Science and Technology Library
Beschreibungen
We state the problem of separating two finite point sets in by means of a given number of ellipsoids. The problem reduces to the solution of a mathematical program with a nonconvex, nonsmooth objective function of the sum-min type. We discuss two algorithms to tackle the problem and present numerical results on several testing datasets.
Format
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Sprache(n)
Englisch
Identifikator(en)
ISSN: 0233-1934
ISSN: 1029-4945
DOI: 10.1080/02331930500342765
Links zum Inhalt
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Schlagwörter
65K, Algorithms, AMS Subject Classifications: 90C, Classification, Mathematical programming, Mathematics, Mathematics, Applied, Nonsmooth optimization, Operations Research & Management Science, Optimization, Physical Sciences, Science & Technology, Separation of sets, Studies, Technology
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