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Название: Generating Random Networks and Graphs
Автор: Alessia Annibale, Ekaterina Roberts, Ton Coolen
Издательство: Oxford University Press
Год: 2017
Страниц: 310
Формат: PDF
Размер: 16 Mb
Язык: English
Generating random networks efficiently and accurately is an important challenge for practical applications, and an interesting question for theoretical study. This book presents and discusses common methods of generating random graphs. It begins with approaches such as Exponential Random Graph Models, where the targeted probability of each network appearing in the ensemble is specified. This section also includes degree-preserving randomisation algorithms, where the aim is to generate networks with the correct number of links at each node, and care must be taken to avoid introducing a bias.