Quantum-behaved particle swarm optimization based on solitons

Abstract This paper introduces a novel variant of the quantum particle swarm optimization algorithm based on the quantum concept of particle-like solitons as the most common solutions of the quantum nonlinear Schrödinger equation. Soliton adaptation in external potentials is one of their most remark...

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Bibliographic Details
Main Authors: Saeed Fallahi, Mohamadreza Taghadosi
Format: Article
Language:English
Published: Nature Portfolio 2022-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-18351-0