Given a set of points (vertices) in general position in the plane, the \emph{complete geometric graph} consists of all segments (edges) between the elements of . It is known that the edge set of every complete geometric graph on vertices can be partitioned into crossing-free paths (or matchings). We strengthen this result under various additional assumptions on the point set. In particular, we prove that for a set of \emph{randomly} selected points, uniformly distributed in , with probability tending to as , the edge set of can be covered by crossing-free paths and by crossing-free matchings. On the other hand, we construct -element point sets such that covering the edge set of requires a quadratic number of monotone paths.

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