Quantum adaptive search: a hybrid quantum-classical algorithm for global optimization of multivariate functions

IntroductionWe present Quantum Adaptive Search (QAGS), a hybrid quantum-classical algorithm for global optimization of multivariate functions. The method employs an adaptive mechanism that dynamically narrows the search space based on a quantum-estimated probability distribution of the objective fun...

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Bibliographic Details

Published in:	Frontiers in applied mathematics and statistics Vol. 11
Main Authors:	Intoccia, Gabriele, Chirico, Ugo, Schiano Di Cola, Vincenzo, Pepe, Giovanni Piero, Cuomo, Salvatore
Format:	Journal Article
Language:	English
Published:	Frontiers Media S.A 03.09.2025
Subjects:	amplitude encoding global optimization hybrid quantum-classical optimization numerical analysis quantum computing quantum optimization algorithm
ISSN:	2297-4687, 2297-4687
Online Access:	Get full text
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