论文标题
评论Ansatz设计技术的变异量子算法
Review of Ansatz Designing Techniques for Variational Quantum Algorithms
论文作者
论文摘要
对于大量任务,量子计算证明了在经典计算上的指数加速度的潜力。在NISQ时代,可变组分子电路可实现量子计算的应用。为了减少量子计算机的固有噪声和QUIT大小的限制,现有研究提高了变异量子算法(VQA)的准确性和效率。在本文中,我们探讨了在门水平和脉冲水平上为VQA的各种ANSATZ改进方法,并对其进行分类,评估和总结。
For a large number of tasks, quantum computing demonstrates the potential for exponential acceleration over classical computing. In the NISQ era, variable-component subcircuits enable applications of quantum computing. To reduce the inherent noise and qubit size limitations of quantum computers, existing research has improved the accuracy and efficiency of Variational Quantum Algorithm (VQA). In this paper, we explore the various ansatz improvement methods for VQAs at the gate level and pulse level, and classify, evaluate and summarize them.