Mean-Field Approximate Optimization Algorithm

Misra-Spieldenner, Aditi; Bode, Tim; Schuhmacher, Peter; Stollenwerk, Tobias; Bagrets, Dmitry; Wilhelm, Frank K.

doi:10.48550/arxiv.2303.00329

Public

Mean-Field Approximate Optimization Algorithm

Published in arXiv (Cornell University) • Mar 1, 2023

NobleIDNI4P43W21R26S92

Authors:

Aditi Misra-Spieldenner

,

Tim Bode

,

Peter Schuhmacher

Abstract

The Quantum Approximate Optimization Algorithm (QAOA) is suggested as a promising application on early quantum computers. Here, a quantum-inspired classical algorithm, the mean-field Approximate Optimization Algorithm (mean-field AOA), is developed by replacing the quantum evolution of the QAOA with...

Subject

Optimization problem

Quantum

Mean field theory

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