A Guide to Temporal Networks (Series on Complexity Science) by Naoki Masuda,Renaud Lambiotte PDF

By Naoki Masuda,Renaud Lambiotte

Network technological know-how bargains a robust language to symbolize and learn complicated platforms composed of interacting components — from the web to social and organic structures. In its regular formula, this framework is dependent upon the belief that the underlying topology is static, or altering very slowly in comparison to dynamical methods happening on it, e.g., epidemic spreading or navigation. Fuelled by way of the expanding availability of longitudinal networked facts, contemporary empirical observations have proven that this assumption isn't really legitimate in quite a few occasions. as a substitute, frequently the community itself offers wealthy temporal houses and new instruments are required to correctly describe and examine their behaviour.

A advisor to Temporal Networks offers fresh theoretical and modelling growth within the rising box of temporally various networks, and gives connections among assorted components of data required to deal with this multi-disciplinary topic. After an advent to key techniques on networks and stochastic dynamics, the authors advisor the reader via a coherent collection of mathematical and computational instruments for community dynamics. ideal for college kids and pros, this publication is a gateway to an energetic box of study constructing among the disciplines of utilized arithmetic, physics and desktop technology, with purposes in others together with social sciences, neuroscience and biology.

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A Guide to Temporal Networks (Series on Complexity Science) by Naoki Masuda,Renaud Lambiotte

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