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Random Graphs and Networks

Random Graphs and Networks : A First Course.

・ISBN 978-1-009-26030-5 paper GB£ 44.00

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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-009-26026-8
著者・編者Frieze, Alan / Karonski, Michal,
出版社(Cambridge University Press, UK)
出版年月2023
ページ数232 pp.
言語ENG
ニュース番号<M25-14137>

解説

Networks surround us, from social networks to protein-protein interaction networks within the cells of our bodies. The theory of random graphs provides a necessary framework for understanding their structure and development. This text provides an accessible introduction to this rapidly expanding subject. It covers all the basic features of random graphs - component structure, matchings and Hamilton cycles, connectivity and chromatic number - before discussing models of real-world networks, including intersection graphs, preferential attachment graphs and small-world models. Based on the authors' own teaching experience, it can be used as a textbook for a one-semester course on random graphs and networks at advanced undergraduate or graduate level. The text includes numerous exercises, with a particular focus on developing students' skills in asymptotic analysis. More challenging problems are accompanied by hints or suggestions for further reading.