Parameter setting for quantum annealers

Parameter setting for quantum annealers
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量子退火炉的参数设置

DOI:
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发表时间:
2016
期刊:
IEEE Conference on High Performance Extreme Computing
影响因子:
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通讯作者:
K. Pudenz
K. Pudenz
中科院分区:
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文献类型:
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作者:
K. Pudenz

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我们开发并应用了几种策略来设置量子退火炉上的物理参数,以解决不适合硬件图的应用问题。这些策略用一组随机挑选的混合满意度问题进行了测试,得到的结果可以概括为针对不同类型的问题使用哪种参数设置策略的指导方针,以及如何选择其他必要的硬件数量。还考虑了更改应用程序问题的硬件实现的替代方法,并讨论了它们的效用。
We develop and apply several strategies for setting physical parameters on quantum annealers for application problems that do not fit natively on the hardware graph. The strategies are tested with a culled random set of mixed satisfiability problems, yielding results that generalize to guidelines regarding which parameter setting strategies to use for different classes of problems, and how to choose other necessary hardware quantities as well. Alternate methods of changing the hardware implementation of an application problem are also considered and their utility discussed.