For systems which arise in physical problems one usually can identify some physical space relations among the vertices. Nodes which are linked directly will have more influence on each other than nodes which are separated by several links. Thus, one could define the distance r ( i , j ) between nodes i and j as the length of the shortest path connecting the nodes.