Spatial growth of real-world networks.
Many real-world networks have properties of small-world networks, with clustered local neighborhoods and low average-shortest path. They may also show a scale-free degree distribution, which can be generated by growth and preferential attachment to highly connected nodes, or hubs. However, many real-world networks consist of multiple, interconnected clusters not normally seen in systems grown by preferential attachment, and there also exist real-world networks with a scale-free degree distribution that do not contain highly connected hubs. We describe spatial-growth mechanisms, not using preferential attachment, that address both aspects.
Kaiser
Marcus
M
School of Engineering and Science, International University Bremen, Campus Ring 6, 28759 Bremen, Germany. m.kaiser@iu-bremen.de
Hilgetag
Claus C
CC