Random Graphs and Networks: A First Course av Alan (Carnegie Mellon University Pennsylvania) Frieze, Michal (Adam Mickiewicz University Poznan Poland)

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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.