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Poster De Conférence Année : 2023

Beyond space and blocks: Generating networks with arbitrary structure

Résumé

We propose a model allowing to generate graphs of a chosen number of nodes and expected number of edges, following an arbitrary structure, and with a controllable amount of randomness. The model requires: • The number of nodes n • The expected number of edges m • A cost function describing the generated network’s structure Let’s take a simple example: a possible cost function for a spatial graph is simply the distance betwen the nodes —This distance can be attributed randomly, or kept from observed data.
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Dates et versions

hal-04441398 , version 1 (06-02-2024)

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  • HAL Id : hal-04441398 , version 1

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Rémy Cazabet, Jacques Fize, Salvatore Citraro, Giulio Rossetti. Beyond space and blocks: Generating networks with arbitrary structure. International School and Conference on Network Science 2023, Jul 2023, Vienne, Austria. . ⟨hal-04441398⟩
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