Grover's Algorithm - Extension To Space With Multiple Targets

Extension To Space With Multiple Targets

If, instead of 1 matching entry, there are k matching entries, the same algorithm works but the number of iterations must be π(N/k)1/2/4 instead of πN1/2/4. There are several ways to handle the case if k is unknown. For example, one could run Grover's algorithm several times, with

 \pi \frac{N^{1/2}}{4}, \pi \frac{(N/2)^{1/2}}{4},
\pi \frac{(N/4)^{1/2}}{4}, \ldots

iterations. For any k, one of iterations will find a matching entry with a sufficiently high probability. The total number of iterations is at most

which is still O(N1/2). It can be shown that this could be improved. If the number of marked items is k, where k is unknown, there is an algorithm that finds the solution in queries. This fact is used in order to solve the collision problem.

Read more about this topic:  Grover's Algorithm

Famous quotes containing the words extension, space and/or multiple:

    The motive of science was the extension of man, on all sides, into Nature, till his hands should touch the stars, his eyes see through the earth, his ears understand the language of beast and bird, and the sense of the wind; and, through his sympathy, heaven and earth should talk with him. But that is not our science.
    Ralph Waldo Emerson (1803–1882)

    A set of ideas, a point of view, a frame of reference is in space only an intersection, the state of affairs at some given moment in the consciousness of one man or many men, but in time it has evolving form, virtually organic extension. In time ideas can be thought of as sprouting, growing, maturing, bringing forth seed and dying like plants.
    John Dos Passos (1896–1970)

    There is a continual exchange of ideas between all minds of a generation. Journalists, popular novelists, illustrators, and cartoonists adapt the truths discovered by the powerful intellects for the multitude. It is like a spiritual flood, like a gush that pours into multiple cascades until it forms the great moving sheet of water that stands for the mentality of a period.
    Auguste Rodin (1849–1917)