Abstract

Motivated by recent progress of quantum technologies, we study a discretized quantum adiabatic process for a one-dimensional free fermion system described by a variational wave function, i.e., a parametrized quantum circuit. The wave function is composed of $M$ layers of two elementary sets of time-evolution operators, each set being decomposed into commutable local operators. The evolution time of each time-evolution operator is treated as a variational parameter so as to minimize the expectation value of the energy. We show that the exact ground state is reached by applying the layers of time-evolution operators as many as a quarter of the system size. This is the minimum number $M_B$ of layers set by the limit of speed, i.e., the Lieb-Robinson bound, for propagating quantum entanglement via the local time-evolution operators. Quantities such as the energy $E$ and the entanglement entropy $S$ of the optimized variational wave function with $M < M_B$ are independent of the system size $L$ but fall into some universal functions of $M$. The development of the entanglement in these ansatz is further manifested in the progressive propagation of single-particle orbitals in the variational wave function. We also find that the optimized variational parameters show a systematic structure that provides the optimum scheduling function in the quantum adiabatic process. We also investigate the imaginary-time evolution of this variational wave function, where the causality relation is absent due to the non-unitarity of the imaginary-time evolution operators, thus the norm of the wave function being no longer conserved. We find that the convergence to the exact ground state is exponentially fast, despite that the system is at the critical point, suggesting that implementation of the non-unitary imaginary-time evolution in a quantum circuit is highly promising to further shallow the circuit depth.

Highlights

  • As a quantum-classical hybrid algorithm to generate a desired quantum state in a quantum circuit, we have studied the discretized quantum adiabatic process (DQAP) ansatz |ψM (θ) to represent the ground state of the onedimensional free-fermion system

  • By numerically optimizing the variational parameters θ = {θ1(1), θ2(1), . . . , θ1(M), θ2(M)} so as to minimize the variational energy, we have found that the exact ground state can be attained by the DQAP ansatz |ψM (θ) with the number MB of layers as large as (L − 2)/4 for periodic boundary conditions (PBCs) and L/4 for antiperiodic boundary conditions (APBCs), i.e., the minimum number of M set by the Lieb-Robinson bound for the propagation of quantum entanglement via the local time-evolution operators

  • Our results suggest that the DQAP ansatz |ψM (θ) is the ideal ansatz to represent the exact ground state based on the quantum adiabatic process

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Summary

INTRODUCTION

Realized and near-future-expected quantum computing devices, called noisy intermediate-scale quantum (NISQ) devices [1], suffer various noise due to the poor gate fidelity and short coherent time so the number of quantum. In this paper, we shall focus on a circuit ansatz realized by discretizing a quantum adiabatic process from an initial product state to a final state corresponding to a ground state of a Hamiltonian to be solved [29,30,31,32] This is inspired by the quantum approximate optimization algorithm (QAOA) for combinatorial optimization problems that are represented as an Ising model [33]. We show that the effective total evolution time of the optimized DQAP ansatz with MB layers of the local time-evolution operators, representing the exact ground state, is proportional to the system size L This is in sharp contrast to the case of the continuous-time quantum adiabatic process with a linear scheduling, where the total evolution time necessary to reach the exact ground state with a given accuracy is proportional to L2. We find that the convergence to the ground state is exponentially fast with respect to the number of layers of the local imaginary-time evolution operators [41], despite that the system is at the critical point

MODEL AND METHOD
Variational ansatz based on a discretized quantum adiabatic process
Useful properties of the DQAP ansatz for free fermions
Optimization method
Entanglement entropy for free fermions
NUMERICAL RESULTS
Convergence of ground-state energy
Time-evolution of single-particle orbitals
Entanglement entropy
Mutual information
Optimized variational parameters
IMAGINARY-TIME EVOLUTION
SUMMARY AND DISCUSSION
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