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Preprints, Working Papers, ... Year : 2024

What could a Quantum PSO be?

Abstract

The quantum Particle Swarm Optimization algorithms that have been published so far are not particularly convincing. There is potential to explore a more quantum approach, albeit in a hybrid manner. The primary challenge lies in the fact that PSO relies on an implicit probability distribution rather than an explicit one. Therefore, it remains uncertain whether we can completely eliminate the use of classical computations, or if at least a few of them are indispensable.
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hal-04472507 , version 1 (22-02-2024)

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Maurice Clerc. What could a Quantum PSO be?. 2024. ⟨hal-04472507⟩

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