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Documents  74E35 | enregistrements trouvés : 3

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Research talks;Combinatorics;Computer Science;Probability and Statistics

Random hyperbolic graphs (RHG) were proposed rather recently (2010) as a model of real-world networks. Informally speaking, they are like random geometric graphs where the underlying metric space has negative curvature (i.e., is hyperbolic). In contrast to other models of complex networks, RHG simultaneously and naturally exhibit characteristics such as sparseness, small diameter, non-negligible clustering coefficient and power law degree distribution. We will give a slow pace introduction to RHG, explain why they have attracted a fair amount of attention and then survey most of what is known about this promising infant model of real-world networks. Random hyperbolic graphs (RHG) were proposed rather recently (2010) as a model of real-world networks. Informally speaking, they are like random geometric graphs where the underlying metric space has negative curvature (i.e., is hyperbolic). In contrast to other models of complex networks, RHG simultaneously and naturally exhibit characteristics such as sparseness, small diameter, non-negligible clustering coefficient and power law degree ...

05C80 ; 68Q87 ; 74E35

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- x, 253 p.
ISBN 978-3-540-69391-8

Lecture notes in mathematics , 1953

Localisation : Collection 1er étage

application statistique # fonctionnelle densité # modèle statistique # perturbation # processus de Poisson

53B50 ; 60D05 ; 62B10 ; 62P35 ; 92D20 ; 74E35

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- xx-612 p.
ISBN 978-0-387-30890-6

Stochastic modelling and applied probability , 56

Localisation : Ouvrage RdC (WAVE)

processus stochastiques # variables aléatoires # théorème de la limite centrale

74J30 ; 35R60 ; 60H10 ; 60J60 ; 74E35 ; 76Q05 ; 78A48 ; 94A05

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