Multidisk Clutch Optimization Using Quantum Annealing
| Autor: | D. John Malcolm, Alexander Roth, Mladjan Radic, Pablo Martin-Ramiro, Jon Oillarburu, Borja Aizpurua, Roman Orus, Samuel Mugel |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2024 |
| Předmět: |
Clutch manufacturing
combinatorial optimization quadratic unconstrained binary optimization (QUBO) formulations quantum annealing quantum computing applications quantum–classical hybrid algorithms Atomic physics. Constitution and properties of matter QC170-197 Materials of engineering and construction. Mechanics of materials TA401-492 |
| Zdroj: | IEEE Transactions on Quantum Engineering, Vol 5, Pp 1-10 (2024) |
| Druh dokumentu: | article |
| ISSN: | 2689-1808 |
| DOI: | 10.1109/TQE.2024.3441229 |
| Popis: | In this article, we apply a quantum optimization algorithm to solve a combinatorial problem with significant practical relevance occurring in clutch manufacturing. It is demonstrated how quantum optimization can play a role in real industrial applications in the manufacturing sector. Using the quantum annealer provided by D-Wave Systems, we analyze the performance of the quantum and quantum–classical hybrid solvers and compare them to deterministic- and random-algorithm classical benchmark solvers. The continued evolution of the quantum technology, indicating an expectation for even greater relevance in the future, is discussed, and the revolutionary potential it could have in the manufacturing sector is highlighted. |
| Databáze: | Directory of Open Access Journals |
| Externí odkaz: |
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