Z2Symmetries
class qiskit.quantum_info.Z2Symmetries(symmetries, sq_paulis, sq_list, tapering_values=None, *, tol=1e-14)
Bases: object
The $Z_2$ symmetry converter identifies symmetries from the problem hamiltonian and uses them to provide a tapered - more efficient - representation of operators as Paulis for this problem. For each identified symmetry, one qubit can be eliminated in the Pauli representation at the cost of having to test two symmetry sectors (for the two possible eigenvalues - tapering values - of the symmetry). In certain problems such as the finding of the main operator’s ground state, one can a priori identify the symmetry sector of the solution and thus effectively reduce the computational overhead.
The following attributes can be read and updated once the Z2Symmetries object has been constructed.
tapering_values
tol
References
[1]: Bravyi, S., et al, “Tapering off qubits to simulate fermionic Hamiltonians”
Parameters
- symmetries (Iterable[Pauli]) – Object representing the list of $Z_2$ symmetries. These correspond to the generators of the symmetry group $langle tau_1, tau_2dots rangle>$.
- sq_paulis (Iterable[Pauli]) – Object representing the list of single-qubit Pauli $sigma^x_{q(i)}$ anti-commuting with the symmetry $tau_i$ and commuting with all the other symmetries $tau_{jneq i}$. These operators are used to construct the unitary Clifford operators.
- sq_list (Iterable[int]) – The list of indices $q(i)$ of the single-qubit Pauli operators used to build the Clifford operators.
- tapering_values (Iterable[int] | None) – List of eigenvalues determining the symmetry sector for each symmetry.
- tol (float) – Tolerance threshold for ignoring real and complex parts of a coefficient.
Raises
QiskitError – Invalid paulis. The lists of symmetries, single-qubit paulis support paulis and tapering values must be of equal length. This length is the number of applied symmetries and translates directly to the number of eliminated qubits.
Attributes
cliffords
Get clifford operators, built based on symmetries and single-qubit X.
Returns
A list of unitaries used to diagonalize the Hamiltonian.
settings
Return operator settings.
sq_list
Return sq list.
sq_paulis
Return sq paulis.
symmetries
Return symmetries.
Methods
convert_clifford
convert_clifford(operator)
This method operates the first part of the tapering. It converts the operator by composing it with the clifford unitaries defined in the current symmetry.
Parameters
operator (SparsePauliOp) – The to-be-tapered operator.
Returns
SparsePauliOp corresponding to the converted operator.
Return type
find_z2_symmetries
classmethod find_z2_symmetries(operator)
Finds Z2 Pauli-type symmetries of a SparsePauliOp.
Returns
A Z2Symmetries instance.
Parameters
operator (SparsePauliOp) –
Return type
is_empty
taper
taper(operator)
Taper an operator based on the z2_symmetries info and sector defined by tapering_values. Returns operator if the symmetry object is empty.
The tapering is a two-step algorithm which first converts the operator into a SparsePauliOp with same eigenvalues but where some qubits are only acted upon with the Pauli operators I or X. The number M of these redundant qubits is equal to the number M of identified symmetries.
The second step of the reduction consists in replacing these qubits with the possible eigenvalues of the corresponding Pauli X, giving 2^M new operators with M less qubits. If an eigenvalue sector was previously identified for the solution, then this reduces to 1 new operator with M less qubits.
Parameters
operator (SparsePauliOp) – The to-be-tapered operator.
Returns
[SparsePauliOp]; otherwise, SparsePauliOp.
Return type
If tapering_values is None
taper_clifford
taper_clifford(operator)
Operate the second part of the tapering. This function assumes that the input operators have already been transformed using convert_clifford(). The redundant qubits due to the symmetries are dropped and replaced by their two possible eigenvalues.
Parameters
operator (SparsePauliOp) – Partially tapered operator resulting from a call to convert_clifford().
Returns
[SparsePauliOp]; otherwise, SparsePauliOp.
Return type
If tapering_values is None