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Automated Synthesis of Quantum Algorithms via Classical Numerical Techniques

Automated Synthesis of Quantum Algorithms via Classical Numerical Techniques

We apply numerical optimization and linear algebra algorithms for classical computers to the problem of automatically synthesizing algorithms for quantum computers. Using our framework, we apply several common techniques from these classical domains and numerically examine their suitability for and performance on this problem. Our methods are evaluated on single-qubit …