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An Algorithm for Separating Patterns by Ellipsoids

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1 Author(s)
Barnes, E.R. ; IBM Research Division, P.O. Box 218, Yorktown Heights, New York 10598, USA

We give an algorithm for finding the ellipsoid of least volume containing a set of points in a finite-dimensional Euclidean space. Such ellipsoids have been proposed for separating patterns in a feature space.

Note: The Institute of Electrical and Electronics Engineers, Incorporated is distributing this Article with permission of the International Business Machines Corporation (IBM) who is the exclusive owner. The recipient of this Article may not assign, sublicense, lease, rent or otherwise transfer, reproduce, prepare derivative works, publicly display or perform, or distribute the Article.  

Published in:

IBM Journal of Research and Development  (Volume:26 ,  Issue: 6 )