mathematical fact that the area of a two-dimensional circle is π r2, while the volume of a three-dimensional sphere is 4/3 π r3, the volume of a four-dimensional hypersphere is 1/2 π2 r4, and so on.
Below I show pictures of various networks. In each case the first picture is drawn to emphasize obvious regularities in the network. But the second picture is drawn in a more systematic way—by picking a specific starting node, and then laying out other nodes so that those at
![](/nks/img/inline/page0479a.png)
Examples of various networks, shown first to emphasize their regularities, and second to illustrate the number of nodes reached by going successively more steps from a given node. For networks that in a limiting sense correspond to ordinary d-dimensional space, this number grows like rd-1. All the larger networks shown are approximately uniform, in the sense that similar results are obtained starting from any node. Network (e) effectively has limiting dimension Log[2,3]≃1.58.