An optimal algorithm for the k-fixed-endpoint path cover on proper interval graphs George B. Mertzios, Walter Unger In this paper we consider the $k$-fixed-endpoint path cover problem on proper interval graphs, which is a generalization of the path cover problem. Given a graph $G$ and a set $T$ of $k$ vertices, a $k$-fixed-endpoint path cover of $G$ with respect to $T$ is a set of vertex-disjoint simple paths that covers the vertices of $G$, such that the vertices of $T$ are all endpoints of these paths. The goal is to compute a $k$-fixed-endpoint path cover of $G$ with minimum cardinality. We propose an optimal algorithm for this problem with runtime $O(n)$, where $n$ is the number of intervals in $G$. This algorithm is based on the \emph{Stair Normal Interval Representation (SNIR) matrix} that characterizes proper interval graphs. In this characterization, every maximal clique of the graph is represented by one matrix element; the proposed algorithm uses this structural property, in order to determine directly the paths in an optimal solution.