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Evolving Quantum Circuits
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We develop genetic algorithms for searching quantum circuits, in particular stabilizer quantum error correction codes. Quantum codes equivalent to notable examples such as the 5-qubit perfect code, Shor's code, and the 7-qubit color code are evolved out of initially random quantum circuits. We anticipate evolution as a promising tool in the NISQ era, with applications such as the search for novel topological ordered states, quantum compiling, and hardware optimization.
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Cited by 1 Pith paper
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Incorporating Quantum Advantage in Quantum Circuit Generation through Genetic Programming
Two fitness functions that reward fewer oracle calls and require superposition or entanglement gates evolve Bernstein-Vazirani and 3-qubit search circuits faster than the baseline.
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