Efficient Quantum Algorithms for Simulating Sparse Hamiltonians
@article{Berry2007EfficientQA, title={Efficient Quantum Algorithms for Simulating Sparse Hamiltonians}, author={Dominic W. Berry and Graeme Ahokas and Richard Cleve and Barry C. Sanders}, journal={Communications in Mathematical Physics}, year={2007}, volume={270}, pages={359-371} }
We present an efficient quantum algorithm for simulating the evolution of a quantum state for a sparse Hamiltonian H over a given time t in terms of a procedure for computing the matrix entries of H. In particular, when H acts on n qubits, has at most a constant number of nonzero entries in each row/column, and ||H|| is bounded by a constant, we may select any positive integer k such that the simulation requires O((log*n)t1+1/2k) accesses to matrix entries of H. We also show that the temporal…
476 Citations
A quantum algorithm for simulating non-sparse Hamiltonians
- Computer ScienceQuantum Inf. Comput.
- 2020
A quantum algorithm for simulating the dynamics of Hamiltonians that are not necessarily sparse, based on the input model where the entries of the Hamiltonian are stored in a data structure in a quantum random access memory to achieve poly-logarithmic dependence on precision.
Simulating Quantum Dynamics On A Quantum Computer
- Computer Science
- 2010
These algorithms are significant because they are the first to have time-complexities that are comparable to the best known methods for simulating time-independent Hamiltonian evolution, given appropriate smoothness criteria on the Hamiltonian are satisfied.
Exponential improvement in precision for simulating sparse Hamiltonians
- Computer ScienceSTOC
- 2014
The algorithm is based on a significantly improved simulation of the continuous- and fractional- query models using discrete quantum queries, showing that the former models are not much more powerful than the discrete model even for very small error.
Quantum Algorithm for Simulating Real Time Evolution of Lattice Hamiltonians
- Computer Science2018 IEEE 59th Annual Symposium on Foundations of Computer Science (FOCS)
- 2018
This paper studies the problem of simulating the time evolution of a lattice Hamiltonian, and proves a matching lower bound on the gate count of such a simulation, showing that any quantum algorithm that can simulate a piecewise constant bounded local Hamiltonian in one dimension to constant error requires (nT) gates in the worst case.
Randomized Algorithms for Hamiltonian Simulation
- Mathematics, Computer Science
- 2012
First a scheme to bound the error of the final quantum state in a randomized algorithm is provided, and then randomized algorithms which have the same efficiency as certain deterministic algorithms but which are simpler to implement are obtained.
Hamiltonian simulation with nearly optimal dependence on spectral norm
- Computer ScienceSTOC
- 2019
This paper presents a quantum algorithm for approximating the real time evolution e−iHt of an arbitrary d-sparse Hamiltonian to error є, given black-box access to the positions and b-bit values of its non-zero matrix entries, which matches the quantum search lower bound of Ω(√d) queries and improves upon prior art of Õ(d2/3) queries.
Optimal Hamiltonian Simulation by Quantum Signal Processing.
- PhysicsPhysical review letters
- 2017
It is argued that physical intuition can lead to optimal simulation methods by showing that a focus on simple single-qubit rotations elegantly furnishes an optimal algorithm for Hamiltonian simulation, a universal problem that encapsulates all the power of quantum computation.
Parallel Quantum Algorithm for Hamiltonian Simulation
- Computer Science
- 2021
A novel notion of parallel quantum walk is introduced, based on Childs’ quantum walk, that is applied to simulating three physical models: the Heisenberg model, the Sachdev-Ye-Kitaev model and a quantum chemistry model in second quantization, and it is shown that the total gate depth of the algorithm has a polylog log(1/ǫ) dependence in the parallel setting.
Quantum singular value transformation and beyond: exponential improvements for quantum matrix arithmetics
- Computer Science, MathematicsSTOC
- 2019
A new “Quantum singular value transformation” algorithm is developed that can directly harness the advantages of exponential dimensionality by applying polynomial transformations to the singular values of a block of a unitary operator.
Hamiltonian simulation with complexity polylogarithmic in the error
- Computer Science
- 2013
A new quantum algorithm is provided whose scaling with respect to the allowable error is exponentially smaller than previous algorithms, and the complexity is polylogarithmic in 1/ε, rather than polynomial.
References
SHOWING 1-10 OF 22 REFERENCES
Quantum Computation by Adiabatic Evolution
- Physics
- 2000
We give a quantum algorithm for solving instances of the satisfiability problem, based on adiabatic evolution. The evolution of the quantum state is governed by a time-dependent Hamiltonian that…
Quantum information processing in continuous time
- Physics
- 2004
Quantum mechanical computers can solve certain problems asymptotically faster than any classical computing device. Several fast quantum algorithms are known, but the nature of quantum speedup is not…
Quantum walk algorithm for element distinctness
- Computer Science45th Annual IEEE Symposium on Foundations of Computer Science
- 2004
An O(N/sup k/(k+1)/) query quantum algorithm is given for the generalization of element distinctness in which the authors have to find k equal items among N items.
Adiabatic quantum state generation and statistical zero knowledge
- Physics, Computer ScienceSTOC '03
- 2003
The ASG approach to quantum algorithms provides intriguing links between quantum computation and many different areas: the analysis of spectral gaps and groundstates of Hamiltonians in physics, rapidly mixing Markov chains, statistical zero knowledge, and quantum random walks.
Quantum lower bounds by polynomials
- Computer ScienceProceedings 39th Annual Symposium on Foundations of Computer Science (Cat. No.98CB36280)
- 1998
This work examines the number T of queries that a quantum network requires to compute several Boolean functions on {0,1}/sup N/ in the black-box model and gives asymptotically tight characterizations of T for all symmetric f in the exact, zero-error, and bounded-error settings.
The Complexity of the Local Hamiltonian Problem
- MathematicsSIAM J. Comput.
- 2006
This paper settles the question and shows that the 2-LOCAL HAMILTONIAN problem is QMA-complete, and demonstrates that adiabatic computation with two-local interactions on qubits is equivalent to standard quantum computation.
Limit on the Speed of Quantum Computation in Determining Parity
- Computer Science
- 1998
It is shown that any quantum algorithm capable of determining the parity of f contains at least N/2 applications of the unitary operator which evaluates f and quantum computers cannot outperform classical computers.
Quantum computation and quantum information
- PhysicsMathematical Structures in Computer Science
- 2007
This special issue of Mathematical Structures in Computer Science contains several contributions related to the modern field of Quantum Information and Quantum Computing. The first two papers deal…
Quantum random-walk search algorithm
- Computer Science
- 2003
It will be shown that this algorithm performs an oracle search on a database of N items with $O(\sqrt{N})$ calls to the oracle, yielding a speedup similar to other quantum search algorithms.
Exponential algorithmic speedup by a quantum walk
- Computer ScienceSTOC '03
- 2003
A black box graph traversal problem that can be solved exponentially faster on a quantum computer than on a classical computer is constructed and it is proved that no classical algorithm can solve the problem in subexponential time.