经典随机漫步和无向图连通性的量子模拟

John Watrous
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引用次数: 184

摘要

在量子复杂性中,有许多问题在有时间限制的情况下已经解决了,但在有空间限制的情况下仍然是开放的。例如,目前尚不清楚空间有限的量子机器是否可以模拟空间有限的概率计算,而不允许在计算过程中进行测量,而已知的是,在时间有限的情况下,类似的陈述成立。一个更普遍的问题是,在量子计算期间的测量是否可以为某些问题提供更节省空间的解决方案。在本文中,我们证明了空间有限的量子图灵机可以有效地模拟一类有限的随机过程-无向图上的随机行走-在计算过程中不依赖于测量。通过这样的模拟,证明了正则图的无向图连通性问题可以通过在对数空间中运行的单侧误差量子图灵机来解决,并且在计算结束时需要进行一次测量。由此可见,对称对数空间包含在随机化对数空间的量子模拟中,即SL/spl subbe /QR/ subh /L。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantum simulations of classical random walks and undirected graph connectivity
There are a number of questions in quantum complexity that have been resolved in the time-bounded setting, but remain open in the space-bounded setting. For example, it is not currently known if space-bounded probabilistic computations can be simulated by space-bounded quantum machines without allowing measurements during the computation, while it is known that an analogous statement holds in the time-bounded case. A more general question asks if measurements during a quantum computation can allow for more space-efficient solutions to certain problems. In this paper we show that space-bounded quantum Turing machines can efficiently simulate a limited class of random processes-random walks on undirected graphs-without relying on measurements during the computation. By means of such simulations, it is demonstrated that the undirected graph connectivity problem for regular graphs can be solved by one-sided error quantum Turing machines that run in logspace and require a single measurement at the end of their computations. It follows that symmetric logspace is contained in the quantum analogue of randomized logspace, i.e., SL/spl sube/QR/sub H/L.
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