非结构化数据库中的量子搜索算法

A. D. Kozhukhivskyy
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引用次数: 0

摘要

Grover量子算法是为了解决在非结构化数据库中搜索某个唯一元素的问题而开发的。一般来说,这个问题可以表述如下:一个非结构化的数据库由多个元素组成,其中包含一个唯一的元素,该元素具有某种属性,可以用多项式复杂度进行测试,并且必须以最小的时间和复杂性找到它。经典方法需要查询数据库来查找所需的元素,而Grover算法只允许对数据库执行近似步骤(即过程的迭代),并确保结果元素正好是所需元素,概率接近1。与针对对称变换的密码分析的量子算法一样,Grover算法重复该过程(Grover迭代)以增加获得正确结果的概率。与Grover方法中的这类算法类似,当达到所需的迭代次数后继续迭代时,获得正确结果的概率降低。这是因为在Grover迭代的执行过程中,在复空间中执行了旋转。因此,每次迭代,做一个转弯,使寄存器越来越接近期望的状态,但在某一点上达到最大的接近,在那里继续使用迭代将导致一个转弯超过期望的状态,这将使系统的状态远离期望的状态。该算法的数据库可以是由一定数量的元素组成的任何搜索空间。因此,例如,它可以用于查找对称密码结构的秘密密钥或查找哈希函数的碰撞。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Quantum search algorithm in unstructured database
Grover's quantum algorithm was developed to solve the problem of searching an unstructured database for a certain unique element. In general, this problem can be formulated as follows: an unstructured database consists of elements and contains one unique element that has a certain property that can be tested with polynomial complexity, and which must be found with minimal time and complexity. Classical methods require querying the database to find the desired element, while Grover's algorithm allows you to perform only approximately steps, which are iterations of the procedure, to the database and be sure that the resulting element will be exactly the desired element with a probability close to 1. As in quantum algorithms aimed at cryptanalysis of symmetric transformations, Grover's algorithm repeats the procedure (Grover's iteration) to increase the probability of obtaining the correct result. Similarly to such algorithms in Grover's method, when iterations are continued after reaching the required number of iterations, the probability of obtaining the correct result decreases. This is due to the fact that during the execution of Grover's iteration, a rotation is performed in the complex space. Thus, each iteration, making a turn, brings the register closer and closer to the desired state, but at a certain point a maximum closeness is reached, at which the continued use of iterations will lead to a turn past the desired state, which will move the state of the system away from the desired state. The database for this algorithm can be any search space consisting of a certain number of elements. So, for example, it can be applied to find a secret key for a symmetric cryptograms formation or to find a collision for a hashing function.
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