Evolving Quantum Circuits
Fuente:
arXiv
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| Autori principali: | , |
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| Natura: | Preprint |
| Pubblicazione: |
2022
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| Soggetti: | |
| Accesso online: | |
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| _version_ | 1866909138075779072 |
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| author | Tandeitnik, Daniel Guerreiro, Thiago |
| author_facet | Tandeitnik, Daniel Guerreiro, Thiago |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2210_05058 |
| institution | arXiv |
| publishDate | 2022 |
| record_format | arxiv |
| spellingShingle | Evolving Quantum Circuits Tandeitnik, Daniel Guerreiro, Thiago Quantum Physics 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. |
| title | Evolving Quantum Circuits |
| topic | Quantum Physics |
| url | https://arxiv.org/abs/2210.05058 |