First-order two-local Hamiltonian simulation 2026-10-06
For a sum of Hermitian two-local terms of norm below one, repeat a first-order Lie-Trotter product formula step times. The first-order unitary product-formula error bound gives total error at most for . Taking uses arbitrary two-qubit gates. At unit time and this is a sufficient bound; additional commutation structure can improve it.
Lie product formula 2026-10-05
For bounded matrices , the Lie product formula gives operator norm convergenceFor two summands, expanding their matrix exponentials gives the one-step difference below. For Hermitian matrices multiplied by , the factors are unitary operators and the first-order unitary product-formula error bound gives an explicit error estimate.
Past exam of the mathematics course of the University of Cambridge 2016 iii Paper 324 4 ii Solution Created 2026-10-03 Updated 2026-10-06
For first-order two-local Hamiltonian simulation, regard each term as a Hermitian operator, as is standard for a local-Hamiltonian decomposition. The Lie-Trotter product formula for bounded operators statesin operator norm; the reversed factor ordering is just as valid as the displayed one. Take and use the circuitEach factor is a unitary operator on at most two qubits and hence is one allowed two-qubit gate, with a spectator identity for a one-qubit term. The factors in the rightmost part of each written product act first. Merely quoting the limit would not establish the requested rate, so we give a quantitative error bound.
For two Hermitian operators and , differentiatinggives . The commutator identity obtained by differentiating implies . Since the surrounding factors are unitary, integration yields the first-order unitary product-formula error boundSplitting the terms successively and using the triangle inequality therefore gives the one-step estimatefor . Here submultiplicativity of the operator norm gives . The ordering chosen for the products changes the sign of local commutators, not this norm bound. Applying part (i) to the steps givesChoose . For the error is strictly below ; is exact already with . The quantum circuit contains two-qubit gates. A sufficient gate count isThus the worst-case polynomial degree in this first-order bound is six. Terms with disjoint supports commute and may improve the count in particular decompositions, but the stated assumptions alone suffice for this bound, without a further sparsity or bounded-degree condition. The requested gate model allows arbitrary two-qubit unitaries, so no additional compilation error is incurred here.
Past exam of the mathematics course of the University of Cambridge 2019 iii Paper 324 3 a iii Solution Created 2026-10-03 Updated 2026-10-05
The printed sum contains although the stated labels end at . We use the natural periodic convention , with . If an open chain was intended, omitting the final term gives the same asymptotic bound.
Set , with indices modulo , and implement the product-formula Hamiltonian simulationEach factor acts on two qubits, so it is a two-qubit unitary operator. More explicitly, if , , and is a controlled-NOT gate,where is a Hadamard gate. This gives a constant number of one-qubit and two-qubit gates per factor; one-qubit gates can also be viewed as two-qubit gates tensored with the identity.
The spectral norm obeys the triangle inequality, submultiplicativity of the operator norm, and invariance under multiplication by unitary operators. In particular, the telescoping bound for products of operators gives for unitary . The first-order unitary product-formula error bound consequently yieldsOnly neighboring terms can have a nonzero commutator, because all other supports are disjoint. There are neighboring unordered pairs, and . Thus . Choosing givesThe coarser bound that counts all pairs also proves the often-used construction. Locality improves that cubic estimate to the quadratic bound above; neither assertion is a lower bound on the best possible circuit.