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Quantum algorithm for finding minimum values in a Quantum Random Access Memory

Authors: Albino, Anton S.; Galvão, Lucas Q.; Hansen, Ethan; Neto, Mauro Q. Nooblath; Cruz, Clebson;

Quantum algorithm for finding minimum values in a Quantum Random Access Memory

Abstract

Abstract Finding the minimum value in an unordered database is a common and fundamental task in computer science. However, the optimal classical deterministic algorithm can find the minimum value with a time complexity that grows linearly with the number of elements in the database. In this paper, we present the proposal of a quantum algorithm for finding the minimum value of a database, which is quadratically faster than its best classical analogs. We assume a Quantum Random Access Memory (QRAM) that stores values from a database and performs an iterative search based on an oracle whose role is to limit the searched values by controlling the states of the most significant qubits. A complexity analysis was performed in order to demonstrate the advantage of this quantum algorithm over its classical counterparts.

Keywords

FOS: Computer and information sciences, Quantum Physics, Computer Science - Computational Complexity, Computer Science - Data Structures and Algorithms, FOS: Physical sciences, Data Structures and Algorithms (cs.DS), Computational Complexity (cs.CC), Quantum Physics (quant-ph)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average
Green
hybrid