Conversion of projected entangled pair states into a canonical form
Conversion of projected entangled pair states into a canonical form
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DOI：
10.1103/physrevb.100.054404
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发表时间：
2019-03
影响因子：
3.7
通讯作者：
R. Haghshenas;M. O’Rourke;G. Chan
中科院分区：
文献类型：
--
作者：
R. Haghshenas;M. O’Rourke;G. Chan
我们提出了一个算法，将投影纠缠对态（PEPS）转换成一个标准形式，类似于著名的矩阵乘积态的标准形式。我们的方法是基于变分计量分析的QR张量分解的PEPS列成一个矩阵的产品运营商和有限深度的酉和等距电路。我们描述了一个实用的初始化方案，导致快速收敛的QR优化。我们探讨的性能和稳定性的变分规范算法在范数计算的横向场伊辛和海森堡模型的正方形格子。我们还展示了能量优化的PEPS规范形式的横向场伊辛和海森堡模型。我们希望这种规范形式，开辟了改进的分析和数值方法的PEPS。
We propose an algorithm to convert a projected entangled pair state (PEPS) into a canonical form, analogous to the well-known canonical form of a matrix product state. Our approach is based on a variational gauging ansatz for the QR tensor decomposition of PEPS columns into a matrix product operator and a finite depth circuit of unitaries and isometries. We describe a practical initialization scheme that leads to rapid convergence in the QR optimization. We explore the performance and stability of the variational gauging algorithm in norm calculations for the transverse-field Ising and Heisenberg models on a square lattice. We also demonstrate energy optimization within the PEPS canonical form for the transverse-field Ising and Heisenberg models. We expect this canonical form to open up improved analytical and numerical approaches for PEPS.