Academic Journal
Multi-target quantum compilation algorithm
| العنوان: | Multi-target quantum compilation algorithm |
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| المؤلفون: | Vu Tuan Hai, Nguyen Tan Viet, Jesus Urbaneja, Nguyen Vu Linh, Lan Nguyen Tran, Le Bin Ho |
| المصدر: | Machine Learning: Science and Technology, Vol 5, Iss 4, p 045057 (2024) |
| بيانات النشر: | IOP Publishing, 2024. |
| سنة النشر: | 2024 |
| المجموعة: | LCC:Computer engineering. Computer hardware LCC:Electronic computers. Computer science |
| مصطلحات موضوعية: | genetic algorithm, quantum compilation, quantum architecture search, quantum optimization, Computer engineering. Computer hardware, TK7885-7895, Electronic computers. Computer science, QA75.5-76.95 |
| الوصف: | Quantum compilation is the process of converting a target unitary operation into a trainable unitary represented by a quantum circuit. It has a wide range of applications, including gate optimization, quantum-assisted compiling, quantum state preparation, and quantum dynamic simulation. Traditional quantum compilation usually optimizes circuits for a single target. However, many quantum systems require simultaneous optimization of multiple targets, such as thermal state preparation, time-dependent dynamic simulation, and others. To address this, we develop a multi-target quantum compilation algorithm to improve the performance and flexibility of simulating multiple quantum systems. Our benchmarks and case studies demonstrate the effectiveness of the algorithm, highlighting the importance of multi-target optimization in advancing quantum computing. This work lays the groundwork for further development and evaluation of multi-target quantum compilation algorithms. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2632-2153 |
| Relation: | https://doaj.org/toc/2632-2153 |
| DOI: | 10.1088/2632-2153/ad9705 |
| URL الوصول: | https://doaj.org/article/0204e3d865024868a3ab793dfd672771 |
| رقم الانضمام: | edsdoj.0204e3d865024868a3ab793dfd672771 |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 26322153 |
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| DOI: | 10.1088/2632-2153/ad9705 |