qml.comm

comm(op1, op2, pauli=False)

Compute commutator between two operators in PennyLane

\[[O_1, O_2] = O_1 O_2 - O_2 O_1\]

Parameters

• op1 (Union[Operator, PauliWord, PauliSentence]) – First operator

• op2 (Union[Operator, PauliWord, PauliSentence]) – Second operator

• pauli (bool) – When True, all results are passed as a PauliSentence instance. Else, results are always returned as Operator instances.

Returns

The commutator

Return type

~Operator or ~PauliSentence

Examples

You can compute commutators between operators in PennyLane.

>>> qml.commutator(X(0), Y(0))
2j * Z(0)

>>> op1 = X(0) @ X(1)
>>> op2 = Y(0) @ Y(1)
>>> qml.commutator(op1, op2)
0 * I()

We can return a PauliSentence instance by setting pauli=True.

>>> op1 = X(0) @ X(1)
>>> op2 = Y(0) + Y(1)
>>> res = qml.commutator(op1, op2, pauli=True)
>>> res
2j * X(1) @ Z(0)
+ 2j * Z(1) @ X(0)
>>> isinstance(res, PauliSentence)
True

We can also input PauliWord and PauliSentence instances.

>>> op1 = PauliWord({0:"X", 1:"X"})
>>> op2 = PauliWord({0:"Y"}) + PauliWord({1:"Y"})
>>> res = qml.commutator(op1, op2, pauli=True)
>>> res
2j * Z(0) @ X(1)
+ 2j * X(0) @ Z(1)
>>> isinstance(res, PauliSentence)
True

Note that when pauli=False, even if Pauli operators are used as inputs, qml.commutator returns Operators.

>>> res = qml.commutator(op1, op2, pauli=False)
>>> res
2j * (Z(0) @ X(1)) + 2j * (X(0) @ Z(1))
>>> isinstance(res, qml.operation.Operator)
True

It is worth noting that computing commutators with Paulis is typically faster. Internally, qml.commutator uses the op.pauli_rep whenever that is available for both operators.

Usage Details

The input and result of qml.commutator is not recorded in a tape context (and inside a QNode).

with qml.tape.QuantumTape() as tape:
    a = qml.X(0)      # gets recorded
    b = PauliWord({0:"Y"}) # does not get recorded
    comm = qml.commutator(a, b) # does not get recorded

In this example, we obtain tape.operations = [qml.X(0)]. When desired, we can still record the result of the commutator by using apply(), i.e. qml.apply(comm) inside the recording context.

A peculiarity worth repeating is how in a recording context every created operator is recorded.

with qml.tape.QuantumTape() as tape:
    comm = qml.commutator(qml.X(0), qml.Y(0))

In this example, both PauliX and PauliY get recorded because they were created inside the recording context. To avoid this, create the input to qml.commutator outside the recording context / qnode or insert an extra stop_recording() context (see QueuingManager).

code/api/pennylane.comm

 

Download Python script

 

Download Notebook

 

View on GitHub