Entropies of complex networks with hierarchically constrained topologies Export

@article{citeulike:5060946, abstract = {The entropy of a hierarchical network topology in an ensemble of sparse random networks, with ” hidden variables” associated with its nodes, is the log-likelihood that a given network topology is present in the chosen ensemble. We obtain a general formula for this entropy, which has a clear interpretation in some simple limiting cases. The results provide keys with which to solve the general problem of ” fitting” a given network with an appropriate ensemble of random networks.}, author = {Bianconi, Ginestra and Coolen, Anthony C. and Perez Vicente, Conrad J.}, citeulike-article-id = {5060946}, citeulike-linkout-0 = {http://dx.doi.org/10.1103/PhysRevE.78.016114}, citeulike-linkout-1 = {http://link.aps.org/doi/10.1103/PhysRevE.78.016114}, doi = {10.1103/PhysRevE.78.016114}, issn = {1539-3755}, journal = {Physical Review E}, keywords = {complex, entropies, entropy, hierarchicallyconstrained, networks, topologies}, month = {July}, number = {1}, pages = {016114-1--016114-15}, posted-at = {2009-07-05 05:57:18}, priority = {2}, title = {Entropies of complex networks with hierarchically constrained topologies}, url = {http://dx.doi.org/10.1103/PhysRevE.78.016114}, volume = {78}, year = {2008} }

TY - JOUR ID - citeulike:5060946 L3 - citeulike-article-id:5060946 N2 - The entropy of a hierarchical network topology in an ensemble of sparse random networks, with “hidden variables” associated with its nodes, is the log-likelihood that a given network topology is present in the chosen ensemble. We obtain a general formula for this entropy, which has a clear interpretation in some simple limiting cases. The results provide keys with which to solve the general problem of “fitting” a given network with an appropriate ensemble of random networks. IS - 1 JF - Physical Review E SN - 1539-3755 EP - 016114-15 TI - Entropies of complex networks with hierarchically constrained topologies VL - 78 SP - 016114-1 KW - complex KW - entropies KW - entropy KW - hierarchicallyconstrained KW - networks KW - topologies AU - Bianconi, Ginestra AU - Coolen, Anthony AU - Perez Vicente, Conrad PY - 2008/07// UR - http://dx.doi.org/10.1103/PhysRevE.78.016114 ER -