Symmetry-enhanced Counterdiabatic Quantum Algorithm for Qudits
Fuente:
arXiv
Gespeichert in:
| Hauptverfasser: | , , , , , , |
|---|---|
| Format: | Preprint |
| Veröffentlicht: |
2024
|
| Schlagworte: | |
| Online-Zugang: | |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| _version_ | 1866915800145723392 |
|---|---|
| author | Bottarelli, Alberto de Andoin, Mikel Garcia Chandarana, Pranav Paul, Koushik Chen, Xi Sanz, Mikel Hauke, Philipp |
| author_facet | Bottarelli, Alberto de Andoin, Mikel Garcia Chandarana, Pranav Paul, Koushik Chen, Xi Sanz, Mikel Hauke, Philipp |
| contents | Qubit-based variational quantum algorithms have undergone rapid development in recent years but still face several challenges. In this context, we propose a symmetry-enhanced digitized counterdiabatic quantum algorithm utilizing qudits instead of qubits. This approach offers three types of compression as compared to with respect to conventional variational circuits. First, compression in the circuit depth is achieved by counterdiabatic protocols. Second, information about the problem is compressed by replacing qubits with qudits, allowing for a more efficient representation of the problem. Lastly, the number of parameters is reduced by employing the symmetries of the system. We illustrate this approach by tackling a graph-based optimization problem Max-3-Cut and a highly-entangled state preparation, the qutrit W state. As our numerical results show, we achieve a better convergence with a lower circuit depth and less measurement overhead in all the cases considered. This work leads to a better design of shallow variational quantum circuits, improving the feasibility of their implementation on near-term qudit devices |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_06710 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Symmetry-enhanced Counterdiabatic Quantum Algorithm for Qudits Bottarelli, Alberto de Andoin, Mikel Garcia Chandarana, Pranav Paul, Koushik Chen, Xi Sanz, Mikel Hauke, Philipp Quantum Physics Qubit-based variational quantum algorithms have undergone rapid development in recent years but still face several challenges. In this context, we propose a symmetry-enhanced digitized counterdiabatic quantum algorithm utilizing qudits instead of qubits. This approach offers three types of compression as compared to with respect to conventional variational circuits. First, compression in the circuit depth is achieved by counterdiabatic protocols. Second, information about the problem is compressed by replacing qubits with qudits, allowing for a more efficient representation of the problem. Lastly, the number of parameters is reduced by employing the symmetries of the system. We illustrate this approach by tackling a graph-based optimization problem Max-3-Cut and a highly-entangled state preparation, the qutrit W state. As our numerical results show, we achieve a better convergence with a lower circuit depth and less measurement overhead in all the cases considered. This work leads to a better design of shallow variational quantum circuits, improving the feasibility of their implementation on near-term qudit devices |
| title | Symmetry-enhanced Counterdiabatic Quantum Algorithm for Qudits |
| topic | Quantum Physics |
| url | https://arxiv.org/abs/2410.06710 |