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Adjacent vertices: side Non-adjacent: diagonal
They are straight joining vertices to non-adjacent vertices.
The diagonal joins two non-adjacent vertices in a rectangle.
An adjacency matrix is a matrix showing which vertices of a graph are adjacent to which other vertices.
Adjacent sides intersect at vertices. Non-adjacent sides may be parallel and so may not intersect.