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

Network technology bargains a strong language to symbolize and examine complicated platforms composed of interacting parts — from the net to social and organic structures. In its common formula, this framework is dependent upon the idea that the underlying topology is static, or altering very slowly in comparison to dynamical tactics occurring on it, e.g., epidemic spreading or navigation. Fuelled via the expanding availability of longitudinal networked information, contemporary empirical observations have proven that this assumption isn't legitimate in a number of occasions. as an alternative, frequently the community itself offers wealthy temporal homes and new instruments are required to correctly describe and examine their behaviour.

A consultant to Temporal Networks provides fresh theoretical and modelling growth within the rising box of temporally various networks, and offers connections among various components of data required to handle this multi-disciplinary topic. After an advent to key suggestions on networks and stochastic dynamics, the authors consultant the reader via a coherent collection of mathematical and computational instruments for community dynamics. excellent for college students and execs, this e-book is a gateway to an energetic box of study constructing among the disciplines of utilized arithmetic, physics and laptop technological know-how, with functions in others together with social sciences, neuroscience and biology.