Data processing method and device based on quantum circuit, electronic equipment and medium

A quantum circuit and data processing technology, applied in computer-readable storage media and computer program products, in the field of data processing based on quantum circuits, can solve problems such as extracting feature vectors, and achieve both high efficiency and practicability.

Pending Publication Date: 2021-10-12
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Generally speaking, a classical computer can be used to extract the eigenvector of the Hamiltonian, but when the system scale reaches a certain level, the classical computer cannot be used to extract the eigenvector

Method used

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  • Data processing method and device based on quantum circuit, electronic equipment and medium
  • Data processing method and device based on quantum circuit, electronic equipment and medium
  • Data processing method and device based on quantum circuit, electronic equipment and medium

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Embodiment Construction

[0019] Exemplary embodiments of the present disclosure are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope of the present disclosure. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.

[0020] In the present disclosure, unless otherwise stated, using the terms "first", "second", etc. to describe various elements is not intended to limit the positional relationship, temporal relationship or importance relationship of these elements, and such terms are only used for Distinguishes one element from another. In some examples, the first element and the second ...

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Abstract

The invention provides a data processing method and device based on a quantum circuit, electronic equipment, a computer readable storage medium and a computer program product, and relates to the field of quantum computing, in particular to the technical field of data processing. According to the implementation scheme, the method includes obtaining a to-be-solved Hamiltonian of an n quantum bit system, wherein n is a positive integer; determining a to-be-optimized quantum circuit capable of acting on the n quantum bits; obtaining a mixed state of n quantum bits, wherein the mixed state is a probability mixture of a plurality of orthogonal calculation ground states; inputting the mixed state of the n quantum bits into a quantum circuit, and measuring the Hamiltonian based on the quantum state output by the quantum circuit to obtain an expected value; optimizing the parameters corresponding to the quantum circuit based on the expected value to obtain the quantum circuit after parameter optimization; and inputting a corresponding calculation ground state in a plurality of orthogonal calculation ground states into the optimized quantum circuit to obtain a characteristic state corresponding to the Hamiltonian.

Description

technical field [0001] The present disclosure relates to the field of quantum computing, in particular to the technical field of data processing, and in particular to a quantum circuit-based data processing method, device, electronic equipment, computer-readable storage medium, and computer program product. Background technique [0002] In the fields of physics and chemistry, it has always been a very important problem to extract the information of the ground state (Ground State) and excited state (Excited State) of physical systems such as molecules and atoms. According to the principle of quantum mechanics, the ground state and excited state of the system and their corresponding energies are described by the Hamiltonian of the system. Generally speaking, classical computers can be used to extract the eigenvectors of the Hamiltonian, but when the scale of the system reaches a certain level, classical computers cannot be used to extract the eigenvectors. With the developmen...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06N10/00G06N3/063G06K9/46G06K9/62
CPCG06N10/00G06N3/063G06F18/22
Inventor 王鑫夏子涵赵炫强
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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