4.5 Article

DC models for spherical separation

Journal

JOURNAL OF GLOBAL OPTIMIZATION
Volume 48, Issue 4, Pages 657-669

Publisher

SPRINGER
DOI: 10.1007/s10898-010-9558-0

Keywords

Spherical separation; DC functions; DCA

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We propose two different approaches for spherical separation of two sets. Both methods are based on minimizing appropriate nonconvex nondifferentiable error functions, which can be both expressed in a DC (Difference of two Convex) form. We tackle the problem by adopting the DC-Algorithm. Some numerical results on classical binary datasets are reported.

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