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Design Optimization of Noise Filter using Quantum Annealer
- Source :
- IEEE Access 11 (2023) 44343-44349
- Publication Year :
- 2023
-
Abstract
- The use of quantum annealers in black-box optimization to obtain the desired properties of a product with a small number of trials has attracted attention. However, the application of this technique to engineering design problems is still limited. Here, we demonstrate the applicability of black-box optimization with a quantum annealer to the design of electric circuit systems, focusing on $\pi$-type noise filters as an example. We develop a framework that uses quantum annealing to find the optimal location of electrical components and conductor paths connecting the components, and confirm that the learning process appropriately works over a number of trials to efficiently search for a design with high performance. The results show the potential applicability of quantum annealing to design problems of electric circuit systems.<br />Comment: 6 pages, 11 figures
- Subjects :
- Quantum Physics
Subjects
Details
- Database :
- arXiv
- Journal :
- IEEE Access 11 (2023) 44343-44349
- Publication Type :
- Report
- Accession number :
- edsarx.2301.03733
- Document Type :
- Working Paper
- Full Text :
- https://doi.org/10.1109/ACCESS.2023.3271969