论文标题
通过使用量子计算机查找高阶Hadamard矩阵
Finding high-order Hadamard matrices by using quantum computers
论文作者
论文摘要
解决硬性问题是量子计算机要解决的计算中最重要的问题之一。以前,我们已经证明了H-Search;这是在所有可能的相应顺序的二进制矩阵中找到Hadamard矩阵(H-Matrix)的问题,这是一个难题,可以通过量子计算机来解决。但是,由于当今量子处理器中量子位和连接的数量的限制,只有低订单h-search才能实现。在本文中,我们表明,通过采用H-Matrix的经典构造/搜索技术,我们可以开发新的量子计算方法来找到高阶H-矩阵。特别是,可以进一步开发基于Turyn的量子计算方法,以通过平衡经典和量子资源来找到任意高阶H-Matrix。该方法有可能能够找到一些实用和科学利益的未知H型序列,在这些方法中,仅古典计算机就无法做到,因为复杂性的指数增长。我们提出了一些结果,即通过使用经典的Quantum资源平衡方法来找到超过一百个原型实验的H-Matrix,以找到甚至更高级矩阵的结果。尽管启发式优化通常仅实现近似解决方案,而确切的解决方案应通过详尽的清单来确定。这很难执行,在H-Search中,我们可以通过检查解决方案的正交性来确保在多项式时间内确保如此精确性。由于应该通过比较将问题在确定解决方案的问题中进行比较来衡量的量子优势,因此提出的方法可能会导致在不久的将来证明实用量子至上的替代途径。
Solving hard problems is one of the most important issues in computing to be addressed by a quantum computer. Previously, we have shown that the H-SEARCH; which is the problem of finding a Hadamard matrix (H-matrix) among all possible binary matrices of corresponding order, is a hard problem that can be solved by a quantum computer. However, due to the limitation on the number of qubits and connections in present day quantum processors, only low orders H-SEARCH are implementable. In this paper, we show that by adopting classical construction/search techniques of the H-matrix, we can develop new quantum computing methods to find higher order H-matrices. Especially, the Turyn-based quantum computing method can be further developed to find an arbitrarily high order H-matrix by balancing the classical and quantum resources. This method is potentially capable to find some unknown H-matrices of practical and scientific interests, where a classical computer alone cannot do because of the exponential grow of the complexity. We present some results of finding H-matrix of order more than one hundred and a prototypical experiment to find even higher order matrix by using the classical-quantum resource balancing method. Although heuristic optimizations generally only achieve approximate solutions, whereas the exact one should be determined by exhaustive listing; which is difficult to perform, in the H-SEARCH we can assure such exactness in polynomial time by checking the orthogonality of the solution. Since quantum advantage over the classical computing should have been measured by comparing the performance in solving a problem up to a definitive solution, the proposed method may lead to an alternate route for demonstrating practical quantum supremacy in the near future.