Full Connectivity: Corners, Edges and Faces

We develop a cluster expansion for the probability of full connectivity of high density random networks in confined geometries. In contrast to percolation phenomena at lower densities, boundary effects, which have previously been largely neglected, are not only relevant but dominant. We derive general analytical formulas that show a persistence of universality in a different form to percolation theory, and provide numerical confirmation. We also demonstrate the simplicity of our approach in three simple but instructive examples and discuss the practical benefits of its application to different models.

[1]  R. M. Stratt,et al.  A theory of percolation in liquids , 1986 .

[2]  Lee,et al.  Quantum percolation and plateau transitions in the quantum Hall effect. , 1993, Physical review letters.

[3]  A. Folkesson IT and society , 2013 .

[4]  Gustavo Manso,et al.  Information Percolation in Large Markets , 2007 .

[5]  Brian D. O. Anderson,et al.  Towards a Better Understanding of Large-Scale Network Models , 2010, IEEE/ACM Transactions on Networking.

[6]  S Das Sarma,et al.  Polaron percolation in diluted magnetic semiconductors. , 2002, Physical review letters.

[7]  Y. Chiew,et al.  Percolation behaviour of permeable and of adhesive spheres , 1983 .

[8]  Safran,et al.  Percolation in interacting colloids. , 1985, Physical review. A, General physics.

[9]  Matt J. Keeling,et al.  Networks and the Epidemiology of Infectious Disease , 2010, Interdisciplinary perspectives on infectious diseases.

[10]  Liangbing Hu,et al.  Percolation in transparent and conducting carbon nanotube networks , 2004 .

[11]  David Tse,et al.  Fundamentals of Wireless Communication , 2005 .

[12]  T. L. Hill,et al.  Molecular Clusters in Imperfect Gases , 1955 .

[13]  George Stell,et al.  Continuum theory of percolation , 1996 .

[14]  Lachlan L. H. Andrew,et al.  Connectivity, Coverage and Placement in Wireless Sensor Networks , 2009, Sensors.

[15]  Reuven Cohen,et al.  Efficient immunization strategies for computer networks and populations. , 2002, Physical review letters.

[16]  Albert-László Barabási,et al.  Understanding the Spreading Patterns of Mobile Phone Viruses , 2009, Science.

[17]  Antonio Coniglio,et al.  Pair connectedness and cluster size , 1977 .

[18]  J. Dall,et al.  Random geometric graphs. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[19]  G. Stell Phase separation in ionic fluids , 1996 .

[20]  Sergey V. Buldyrev,et al.  Critical effect of dependency groups on the function of networks , 2010, Proceedings of the National Academy of Sciences.

[21]  S. Redner,et al.  Infinite-order percolation and giant fluctuations in a protein interaction network. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[22]  P. van der Schoot,et al.  Controlling electrical percolation in multicomponent carbon nanotube dispersions. , 2011, Nature nanotechnology.

[23]  Slawomir Stanczak,et al.  Extending the Percolation Threshold Using Power Control , 2009, 2009 IEEE Wireless Communications and Networking Conference.

[24]  I. Balberg,et al.  Tunneling and percolation in metal-insulator composite materials , 2003, cond-mat/0306059.

[25]  Mathew D. Penrose,et al.  On k-connectivity for a geometric random graph , 1999, Random Struct. Algorithms.

[26]  T. Vicsek,et al.  Uncovering the overlapping community structure of complex networks in nature and society , 2005, Nature.

[27]  Joel C. Miller Spread of infectious disease through clustered populations , 2008, Journal of The Royal Society Interface.

[28]  Drossel,et al.  Self-organized critical forest-fire model. , 1992, Physical review letters.

[29]  J. Hammersley,et al.  Percolation processes , 1957, Mathematical Proceedings of the Cambridge Philosophical Society.

[30]  D S Callaway,et al.  Network robustness and fragility: percolation on random graphs. , 2000, Physical review letters.

[31]  E. M.,et al.  Statistical Mechanics , 2021, Manual for Theoretical Chemistry.

[32]  H. Poincaré,et al.  Percolation ? , 1982 .

[33]  A. Barabasi,et al.  Quantifying social group evolution , 2007, Nature.

[34]  Justin P. Coon,et al.  Impact of boundaries on fully connected random geometric networks , 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.

[35]  Alan M. Frieze,et al.  Random graphs , 2006, SODA '06.

[36]  Claudio Perez Tamargo Can one hear the shape of a drum , 2008 .

[37]  M. Newman,et al.  Epidemics and percolation in small-world networks. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[38]  Jeffrey G. Andrews,et al.  Stochastic geometry and random graphs for the analysis and design of wireless networks , 2009, IEEE Journal on Selected Areas in Communications.

[39]  Béla Bollobás,et al.  Random Graphs: Notation , 2001 .

[40]  I. Glauche,et al.  Continuum percolation of wireless ad hoc communication networks , 2003, cond-mat/0304579.

[41]  Massimo Franceschetti,et al.  Closing the Gap in the Capacity of Wireless Networks Via Percolation Theory , 2007, IEEE Transactions on Information Theory.

[42]  Sajal K. Das,et al.  Critical Density for Coverage and Connectivity in Three-Dimensional Wireless Sensor Networks Using Continuum Percolation , 2009, IEEE Transactions on Parallel and Distributed Systems.

[43]  P. Fearnside,et al.  Testing for criticality in ecosystem dynamics: the case of Amazonian rainforest and savanna fire. , 2010, Ecology letters.

[44]  Kazuo Iwama,et al.  CONNECTIVITY , 1996, Graph Theory and Its Applications.

[46]  Justin P. Coon,et al.  Connectivity of Confined Dense Networks: Boundary Effects and Scaling Laws , 2012, ArXiv.