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Martin-Hernandez, J. (author), Li, Z. (author), Van Mieghem, P. (author)One of the better studied topology metrics of complex networks is the second smallest eigenvalue of the Laplacian matrix of a network’s graph, referred to as the algebraic connectivity mN-1. This spectral metric plays a decisive role in synchronization of coupled oscillators, network robustness, consensus problems, belief propagation, graph...journal article 2014
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Wang, H. (author), Kooij, R.E. (author), Van Mieghem, P. (author)We propose a class of graphs G?D(n1, n2, ..., nD+1), containing of a chain of D+1 cliques Kn1 , Kn2 , ..., KnD+1, where neighboring cliques are fully-interconnected. The class of graphs has diameter D and size N = ? 1?i?D+1ni. We prove that this class of graphs can achieve the maximal number of links, the minimum average hopcount, and more...journal article 2010
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- Wang, H. (author), Van Mieghem, P. (author) conference paper 2008