Selection and Optimization of Hyperparameters in Warm-Started Quantum Optimization for the MaxCut Problem

Today’s quantum computers are limited in their capabilities, e.g., the size of executable quantum circuits. The Quantum Approximate Optimization Algorithm (QAOA) addresses these limitations and is, therefore, a promising candidate for achieving a near-term quantum advantage. Warm-starting can furthe...

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Bibliographic Details
Main Authors: Felix Truger, Martin Beisel, Johanna Barzen, Frank Leymann, Vladimir Yussupov
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/11/7/1033