Quantum Goemans-Williamson Algorithm with the Hadamard Test and Approximate Amplitude Constraints

Semidefinite programs are optimization methods with a wide array of applications, such as approximating difficult combinatorial problems. One such semidefinite program is the Goemans-Williamson algorithm, a popular integer relaxation technique. We introduce a variational quantum algorithm for the Go...

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Bibliographic Details
Main Authors: Taylor L. Patti, Jean Kossaifi, Anima Anandkumar, Susanne F. Yelin
Format: Article
Language:English
Published: Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften 2023-07-01
Series:Quantum
Online Access:https://quantum-journal.org/papers/q-2023-07-12-1057/pdf/