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Article Dans Une Revue Applied Mathematics Letters Année : 2021

A NOTE ON THE MEAN-FIELD LIMIT FOR THE PARTICLE SWARM OPTIMIZATION

Hui Huang
  • Fonction : Auteur

Résumé

Recently a continuous description of particle swarm optimization (PSO) based on a system of stochastic differential equations was proposed in [10] for solving global optimization problems. This note is devoted to providing a proof of the well-posedness, and the large particle limit under the assumption of the finite exponential moment.
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Dates et versions

hal-03152987 , version 1 (26-02-2021)
hal-03152987 , version 2 (10-04-2021)

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Citer

Hui Huang. A NOTE ON THE MEAN-FIELD LIMIT FOR THE PARTICLE SWARM OPTIMIZATION. Applied Mathematics Letters, 2021, 117, pp.107133. ⟨10.1016/j.aml.2021.107133⟩. ⟨hal-03152987v2⟩

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