Geometric fit of a point set by generalized circles

Mark-Christoph Körner,J. Brimberg,Henrik Juel,A. Schöbel

Published 2011 in Journal of Global Optimization

ABSTRACT

In our paper we approximate a set of given points by a general circle. More precisely, given two norms k1 and k2 and a set of points in the plane, we consider the problem of locating and scaling the unit circle of norm k1 such that the sum of weighted distances between the circumference of the circle and the given points is minimized, where the distance is measured by a norm k2. We present results for the general case. In the case that k1 and k2 are both polyhedral norms, we are able to solve the problem by investigating a finite candidate set.

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