The isometric path cover (partition) problem of a graph is to find a minimum set of isometric paths which cover (partition) the vertex set of the graph. The isometric path cover (partition) number of a graph is the cardinality a minimum isometric path cover (partition). We prove that the isometric path partition problem and the isometric -path partition problem for are NP-complete on general graphs. Fisher and Fitzpatrick \cite{FiFi01} have shown that the isometric path cover number of -dimensional grid is . We show that the isometric path cover (partition) number of -dimensional grid is when . We establish that the isometric path cover (partition) number of -dimensional torus is when is even and is either or when is odd. Then, we demonstrate that the isometric path cover (partition) number of an -dimensional Benes network is . In addition, we provide partial solutions for the isometric path cover (partition) problems for cylinder and multi-dimensional grids.

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