تقرير
Applications of Quantum Annealing in Statistics
| العنوان: | Applications of Quantum Annealing in Statistics |
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| المؤلفون: | Foster, Robert C., Weaver, Brian, Gattiker, James |
| سنة النشر: | 2019 |
| المجموعة: | Quantum Physics Statistics |
| مصطلحات موضوعية: | Statistics - Computation, Quantum Physics, Statistics - Applications |
| الوصف: | Quantum computation offers exciting new possibilities for statistics. This paper explores the use of the D-Wave machine, a specialized type of quantum computer, which performs quantum annealing. A general description of quantum annealing through the use of the D-Wave is given, along with technical issues to be encountered. Quantum annealing is used to perform maximum likelihood estimation, generate an experimental design, and perform matrix inversion. Though the results show that quantum computing is still at an early stage which is not yet superior to classical computation, there is promise for quantum computation in the future. Comment: Corrected a few typos, added a few references, clarified some points, added information about potential polynomial speedup of quantum annealing and effect of difference between ground and excited energy states |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/1904.06819 |
| رقم الأكسشن: | edsarx.1904.06819 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |