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Optimization Geometry of QAOA and Variational Quantum Algorithms

Novák, Vojtěch et al.
arXiv (All) · Papers
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i-2-8neural-and-evolutionary-computingquantum-physics
Variational quantum algorithms turn choices of Hamiltonian, ansatz, and parameterization into a classical nonconvex optimization problem. We study how this objective function can be visualized and characterized in ways that help explain optimizer behavior. We distinguish two properties of the object
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