Type-II Apollonian Model
Abstract
The family of planar graphs is a particularly important family and models many real-world networks. In this paper, we propose a principled framework based on the widely-known Apollonian packing process to generate new planar network, i.e., Type-II Apollonian network . The manipulation is different from that of the typical Apollonian network, and is proceeded in terms of the iterative addition of triangle instead of vertex. As a consequence, network turns out to be hamiltonian and eulerian, however, the typical Apollonian network is not. Then, we in-depth study some fundamental structural properties on network , and verify that network is sparse like most real-world networks, has scale-free feature and small-world property, and exhibits disassortative mixing structure. Next, we design an effective algorithm for solving the problem of how to enumerate spanning trees on network , and derive the asymptotic solution of the spanning tree entropy, which suggests that Type-II Apollonian network is more reliable to a random removal of edges than the typical Apollonian network. Additionally, we study trapping problem on network , and use average trapping time as metric to show that Type-II Apollonian network has better structure for fast information diffusion than the typical Apollonian network.
Keywords
Cite
@article{arxiv.2312.15248,
title = {Type-II Apollonian Model},
author = {Fei Ma and Jinzhi Ouyang and Ping Wang and Haobin Shi and Wei Pan},
journal= {arXiv preprint arXiv:2312.15248},
year = {2023}
}