Enhancing robustness and synchronizability of networks homogenizing their degree distribution

被引:8
作者
Mishkoyski, Igor [1 ]
Righero, Marco [1 ]
Biey, Mario [1 ]
Kocarev, Ljupco [2 ,3 ]
机构
[1] Politecn Torino, Dept Elect, I-10129 Turin, Italy
[2] Macedonian Acad Sci & Arts, Skopje, North Macedonia
[3] Univ Calif San Diego, BioCircuits Inst, La Jolla, CA 92093 USA
关键词
Complex networks; Entangled networks; Synchronization; Vulnerability; SENSOR NETWORKS; COMPLEX; CENTRALITY;
D O I
10.1016/j.physa.2011.06.065
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
A new family of networks, called entangled, has recently been proposed in the literature. These networks have optimal properties in terms of synchronization, robustness against errors and attacks, and efficient communication. They are built with an algorithm which uses modified simulated annealing to enhance a well-known measure of networks' ability to reach synchronization among nodes. In this work, we suggest that a class of networks similar to entangled networks can be produced by changing some of the connections in a given network, or by just adding a few connections. We call this class of networks weak-entangled. Although entangled networks can be considered as a subset of weak-entangled networks, we show that both classes share similar properties, especially with respect to synchronization and robustness, and that they have similar structural properties. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:4610 / 4620
页数:11
相关论文
共 42 条
[1]   Statistical mechanics of complex networks [J].
Albert, R ;
Barabási, AL .
REVIEWS OF MODERN PHYSICS, 2002, 74 (01) :47-97
[2]  
[Anonymous], 2003, Oxford studies in probability
[3]   Emergence of scaling in random networks [J].
Barabási, AL ;
Albert, R .
SCIENCE, 1999, 286 (5439) :509-512
[4]   Synchronization in small-world systems [J].
Barahona, M ;
Pecora, LM .
PHYSICAL REVIEW LETTERS, 2002, 89 (05) :054101/1-054101/4
[5]   Decentralized maximum-likelihood estimation for sensor networks composed of nonlinearly coupled dynamical systems [J].
Barbarossa, Sergio ;
Scutari, Gesualdo .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2007, 55 (07) :3456-3470
[6]  
Bollobas B., 2001, RANDOM GRAPHS, DOI 10.1017/CBO9780511814068
[7]   Synchronization in random networks with given expected degree sequences [J].
Checco, Paolo ;
Biey, Mario ;
Kocarev, Ljupco .
CHAOS SOLITONS & FRACTALS, 2008, 35 (03) :562-577
[8]   THE DOUBLE SCROLL FAMILY .1. RIGOROUS PROOF OF CHAOS [J].
CHUA, LO ;
KOMURO, M ;
MATSUMOTO, T .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1986, 33 (11) :1072-1097
[9]   Entangled networks, synchronization, and optimal network topology -: art. no. 188701 [J].
Donetti, L ;
Hurtado, PI ;
Muñoz, MA .
PHYSICAL REVIEW LETTERS, 2005, 95 (18)
[10]   Critical phenomena in complex networks [J].
Dorogovtsev, S. N. ;
Goltsev, A. V. ;
Mendes, J. F. F. .
REVIEWS OF MODERN PHYSICS, 2008, 80 (04) :1275-1335