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

By Naoki Masuda,Renaud Lambiotte

Network technology bargains a robust language to symbolize and examine complicated platforms composed of interacting parts — from the net to social and organic platforms. In its typical formula, this framework will depend on the belief that the underlying topology is static, or altering very slowly compared to dynamical techniques happening on it, e.g., epidemic spreading or navigation. Fuelled by way of the expanding availability of longitudinal networked info, fresh empirical observations have proven that this assumption isn't really legitimate in various occasions. in its place, frequently the community itself provides wealthy temporal homes and new instruments are required to correctly describe and examine their behaviour.

A advisor to Temporal Networks offers contemporary theoretical and modelling development within the rising box of temporally various networks, and gives connections among diversified components of data required to deal with this multi-disciplinary topic. After an creation to key suggestions on networks and stochastic dynamics, the authors consultant the reader via a coherent number of mathematical and computational instruments for community dynamics. ideal for college students and execs, this booklet is a gateway to an energetic box of study constructing among the disciplines of utilized arithmetic, physics and computing device technology, with purposes in others together with social sciences, neuroscience and biology.

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