Read e-book online Dynamics of Complex Interconnected Systems: Networks and PDF

By KIM SNEPPEN (auth.), Arne T. Skjeltorp, Alexander V. Belushkin (eds.)

ISBN-10: 1402050283

ISBN-13: 9781402050282

ISBN-10: 1402050305

ISBN-13: 9781402050305

This quantity contains the lawsuits of a NATO complicated examine Institute (ASI) held at Geilo, Norway, 11-21 April 2005, the eighteenth ASI in a chain held each years due to the fact that 1971. the target of this ASI was once to spot and speak about components the place synergism among smooth physics and biology might be so much fruitfully utilized to the learn of bioprocesses for molecular reputation, and of networks for changing molecular reactions into usable indications and acceptable responses. Many fields of analysis are faced with networks. Genetic and metabolic networks describe how proteins, substrates and genes engage in a mobilephone; social networks quantify the interactions among humans within the society; the net is a fancy internet of desktops; ecological platforms are most sensible defined as an internet of species. in lots of situations, the interacting networks occur so-called emergent homes that aren't possessed via any of the person elements. which means the unique wisdom of the parts is inadequate to explain the full procedure. contemporary paintings has indicated that networks in nature have so-called scale-free features, and the linked dynamic community modelling exhibits unforeseen effects reminiscent of an awesome robustness opposed to unintentional disasters, a estate that's rooted of their inhomogeneous topology. figuring out those phenomena and turning them to take advantage of in chemical and organic probability detection and reaction would require exploring a variety of community constructions as well.

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Additional info for Dynamics of Complex Interconnected Systems: Networks and Bioprocesses

Sample text

The solid line is the fit with the analytical expression obtained by solving the Eq. 5 for Ecc . The inset shows the same plot with a logarithmic scale of the Y-axis. To analytically derive such relation we consider the detailed balance in the steady state of the Metropolis rewiring algorithm, in which the probabilities of an increase and a decrease in Ecc are equal to each other. It results in the equation Ecw Ewc = Ecc Eww e−β . (5) Additional constraints (i) Ecc + Ewc = Kin c Nc (the sum of in-degrees of all nodes within the community), (ii) Ecc + Ecw = Kout c Nc (the sum of outdegrees of all nodes within the community) and (iii) Ecc + Ecw + Ewc = E (the total number of edges in the network) plugged into the Eq.

USA 98, 4569. H. Jeong, B. Tombor, R. Albert, Z. N. -L. Barabasi (2000). The large scale organization of metabolic networks. Nature, 407, 651-654. H. Jeong, S. -L. N. Oltvai (2001). Centrality and lethality of protein networks. Nature 411, 41 -42. J. Kim, A. Trusina, P. Minhagen and K. Sneppen (2003). Scale free networks from merging and creation. Submitted to Physical Review Letters. J. Kim, A. Trusina, P. Minnhagen and K. Sneppen (2004). Self Organized ScaleFree Networks from Merging and Regeneration.

Brin, R. Motwani and T. Winograd, Stanford Digital Library Technologies Project (1998). 4. S. Bilke and C. Peterson Physical Review E 64, 036106 (2001). 5. K. A. Eriksen, I. Simonsen, S. Maslov and K. Sneppen, Phys. Rev. Lett. 90, 148701 (2003). 6 . Strictly speaking the selection of nodes sending links to the outside world is biased to those with higher values of Kout and thus might be not representative of the whole community. This is not a problem in random scale-free networks where we can prove the absence of correlations between the out-degree of a node and its Google ranking.

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Dynamics of Complex Interconnected Systems: Networks and Bioprocesses by KIM SNEPPEN (auth.), Arne T. Skjeltorp, Alexander V. Belushkin (eds.)


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