We describe how different optimized algorithms may be effective in implementing the preferential attachment mechanism in different cases. We analyze performances with respect to different values of some parameters related to the Yule process associated to the preferential attachment. We examine how performance scales with system size and provide extensive simulations to support our theoretical findings.

Three efficient algorithms for implementing the preferential attachment mechanism in Yule-Simon Stochastic Process

TONELLI, ROBERTO;
2010-01-01

Abstract

We describe how different optimized algorithms may be effective in implementing the preferential attachment mechanism in different cases. We analyze performances with respect to different values of some parameters related to the Yule process associated to the preferential attachment. We examine how performance scales with system size and provide extensive simulations to support our theoretical findings.
2010
Algorithms; Complex systems; Modeling; Software process simulation; Stochastic processes
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11584/64346
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