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在解决杂的Max-Cut时,用于变量量子自身溶解器的光取消.

Xinwei Lee1, Xinjian Yan2, Ningyi Xie3

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光取消 (LCC) 方法在变量量子自溶解器 (VQE) 算法中减少量子位和门. LCC-VQE有效地减轻量子硬件中的噪声,提高了像Max-Cut.这样的大规模问题的性能.

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科学领域:

  • 量子计算是一种量子计算.
  • 计算化学的计算化学
  • 优化算法 优化算法

背景情况:

  • 变量量子Eigensolver (VQE) 是一种用于估计基本状态能量的混合算法.
  • 大规模的问题需要减少量子位和门数,以实现高效的模拟和降低噪音.
  • 光取消 (LCC) 方法提供了一种简化量子电路的方法.

研究的目的:

  • 为了证明LCC方法在VQE (LCC-VQE) 应用时的有效性.
  • 展示LCC-VQE在量子硬件中减轻大规模问题的噪音的能力.
  • 为了评估LCC-VQE在Max-Cut问题上的表现.

主要方法:

  • 应用光取消 (LCC) 方法用于VQE的双局部替代物.
  • 在杂的7量子比特和27量子比特后端上利用模拟来模拟量子硬件噪声.
  • 在最大切割问题上对LCC-VQE进行了测试,最高可达100个量子比特.

主要成果:

  • 在噪音模拟中,LCC-VQE与标准VQE相比显示出更高的近似比率.
  • 应用LCC有效地减轻了设备噪声的影响.
  • 一个带有LCC的单层双局部替代品在测试的配置中表现最好.

结论:

  • 在量子计算中,LCC-VQE是一种有前途的降噪方法.
  • 该方法可以在减少资源需求的情况下解决更大的问题.
  • 在量子优化中,LCC-VQE显示了实际应用的潜力.