BosonicSuzukiTrotter

class BosonicSuzukiTrotter(order=2, reps=1, *, merge_adjacent=True)

Bases: object

The higher-order Suzuki-Trotter product formula, applied in bosonic space.

A product formula composes the factors of an operator symmetrically, so that the leading error terms cancel. For \(\texttt{order} = 2\) and factors \(H_j\), the approximation is the palindrome

\[e^{-i t \sum_j H_j} \approx \left( \prod_{j

where \(\mathrm{R}\) denotes the reversed order. Higher even orders are built from this by Suzuki’s recursion, each level composing five sweeps of the level below.

The evolved operator is split by its groups when it has them (see Group operator terms: use the operator structure), and term-by-term otherwise. Every order splits it the same way: what a higher order changes is the ordering of the factors and their time scales, not the partition.

Splitting along the groups is something this stage can do and Qiskit’s qubit-side SuzukiTrotter cannot: once the operator has been mapped and handed to a PauliEvolutionGate, the grouping is gone, and the formula can only subdivide the terms within the one operator it is given.

Note

A higher order buys accuracy with depth: an order-\(k\) formula emits roughly \(5^{(k-2)/2}\) times as many factors as an order-2 one. Increasing reps instead divides the evolution time into more, shorter steps, which reduces the error at a different rate for the same kind of cost. Which is the better trade depends on the operator.

Note

Applying this in bosonic space at all is optional, and it composes with the product formula chosen for the boson-to-qubit stage. Where both approximate, the accuracy of the result is governed by the weaker of the two. Bosonic factors are, moreover, exact before the occupation truncation and only approximately so afterwards (the truncated algebra does not close), so a reference value should be computed at the same max_occupation.

Caution

Each factor must be Hermitian for its exponential to be unitary, which does not follow from their sum being Hermitian: splitting a Hermitian operator can produce non-Hermitian groups (for example, separating the hopping term \(b^\dagger_0 b_1\) from its adjoint \(b^\dagger_1 b_0\)). It is the caller’s responsibility to group accordingly; this is not verified, but groups_are_hermitian() checks it.

An operator with no groups is split term by term, which has the same effect, since an individual term is generally not Hermitian (the number operator \(b^\dagger_i b_i\) and the like being exceptions). The resulting factors are valid bosonic operators and the gates are built without complaint, but the boson-to-qubit stage then rejects them: PauliEvolutionGate requires real coefficients and raises ValueError: Operator contains complex coefficients, which are not supported.

Note that the symmetrization partially cancels the error of a non-Hermitian factor, so an incorrectly grouped operator can look markedly better at an even order than at first order while still being wrong.

Initializing an instance of this synthesis method can be done with the arguments below.

Parameters:

• order (int) – the order of the product formula. Must be 1 (which reduces to BosonicLieTrotter) or a positive even integer, since the Suzuki formulas are symmetric.

• reps (int) – the number of times to repeat the formula, each repetition evolving for time / reps.

• merge_adjacent (bool) – whether to fuse neighboring gates of the same factor into one, summing their evolution times. See merge_adjacent.

Raises:

ValueError – if order is neither 1 nor a positive even integer, or if reps is not positive.

Attributes

order

The order of the product formula.

reps

The number of times the product formula is repeated.

merge_adjacent

Whether neighboring gates of the same factor are fused into one.

The palindromic structure makes the last factor of one repetition (and of each sub-sweep of a higher order) the first of the next. Their exponentials combine exactly, as \(e^{-i a H} e^{-i b H} = e^{-i (a + b) H}\), so fusing them shortens the circuit without changing the product formula. Disable this to obtain the textbook gate sequence.

This only sees the seams created by a single synthesis. Merging across gate boundaries is the job of MergeEvolutions.

Methods

synthesize(gate)

Synthesizes the gate into the ordered factors of the product formula.

See the class documentation for the formula this implements.

Parameters:

gate (Evolution) – the gate to synthesize.

Returns:

A BosonicCircuit holding one narrowed Evolution gate per factor of the formula. A factor may appear more than once, at different evolution times.

Return type:

BosonicCircuit