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cond-mat.stat-mech2022★ 34 cited
Computing solution space properties of combinatorial optimization problems via generic tensor networks
Jin-Guo Liu, Xun Gao, Madelyn Cain +2
We introduce a unified framework to compute the solution space properties of a broad class of combinatorial optimization problems. These properties include finding one of the optim…
cond-mat.stat-mech2020★ 51 cited
Tropical Tensor Network for Ground States of Spin Glasses
Jin-Guo Liu, Lei Wang, Pan Zhang
We present a unified exact tensor network approach to compute the ground state energy, identify the optimal configuration, and count the number of solutions for spin glasses. The m…