mindquantum.core.operators.time_evolution 源代码

# Copyright 2021 Huawei Technologies Co., Ltd
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"""Circuit for time evolution."""

from ..circuit.utils import decompose_single_term_time_evolution
from ..parameterresolver import ParameterResolver
from .qubit_operator import QubitOperator


[文档]class TimeEvolution: # pylint: disable=too-few-public-methods r""" The time evolution operator that can generate a corresponded circuit. The time evolution operator will do the following evolution: .. math:: \left|\varphi(t)\right>=e^{-iHt}\left|\varphi(0)\right> Note: The hamiltonian should be a parameterized or non parameterized QubitOperator. If the QubitOperator has multiple terms, the first order trotter decomposition will be used. Args: ops (QubitOperator): The qubit operator hamiltonian, could be parameterized or non parameterized. time (Union[numbers.Number, dict, ParameterResolver]): The evolution time, could be a number or a parameter resolver. If None, the time will be set to 1. Default: None. Examples: >>> from mindquantum.core.operators import TimeEvolution, QubitOperator >>> q1 = QubitOperator('Z0 Y1', 'a') >>> q2 = QubitOperator('X0 Z1', 'b') >>> ops1 = q1 + q2 >>> ops2 = q2 + q1 >>> TimeEvolution(ops1).circuit q0: ─────────────●───────────────●───────H────────●───────────────●────H── │ │ │ │ q1: ──RX(π/2)────X────RZ(2*a)────X────RX(7π/2)────X────RZ(2*b)────X─────── >>> TimeEvolution(ops2).circuit q0: ──H────●───────────────●───────H───────●───────────────●────────────── │ │ │ │ q1: ───────X────RZ(2*b)────X────RX(π/2)────X────RZ(2*a)────X────RX(7π/2)── """ def __init__(self, ops: QubitOperator, time=None): """Initialize a TimeEvolution object.""" # pylint: disable=import-outside-toplevel from mindquantum.utils.type_value_check import _num_type if time is None: time = 1 if not isinstance(time, _num_type): if not isinstance(time, (dict, ParameterResolver)): raise TypeError(f"time requires a number or a dict or a ParameterResolver, but get {type(time)}") time = ParameterResolver(time) self.time = time if isinstance(time, dict): self.time = ParameterResolver(time) self.ops = ops @property def circuit(self): """Get the first order trotter decomposition circuit of this time evolution operator.""" from ..circuit import Circuit # pylint: disable=import-outside-toplevel circ = Circuit() for k, v in self.ops.terms.items(): pr_tmp = self.time * v tmp_circ = decompose_single_term_time_evolution(k, pr_tmp) circ += tmp_circ return circ