Accelerating the computation of quantum brachistochrone
- URL: http://arxiv.org/abs/2011.12629v1
- Date: Wed, 25 Nov 2020 10:39:53 GMT
- Title: Accelerating the computation of quantum brachistochrone
- Authors: Ding Wang, Haowei Shi and Yueheng Lan
- Abstract summary: An alternative set of differential equations are derived for an optimal quantum control of single or multiple qubits with or without interaction.
A relaxation technique is designed for numerically detecting optimal paths involving entanglement.
In the 'ground state' solution among the set of optimal paths, the time-reversal symmetry of the system shows up.
- Score: 7.899140236856746
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Efficient control of qubits plays a key role in quantum information
processing. In the current work, an alternative set of differential equations
are derived for an optimal quantum control of single or multiple qubits with or
without interaction. The new formulation enables a great reduction of the
computation load by eliminating redundant complexity involved in previous
formulations. A relaxation technique is designed for numerically detecting
optimal paths involving entanglement. Interesting continuous symmetries are
identified in the Lagrangian, which indicates the existence of physically
equivalent classes of paths and may be utilized to remove neutral directions in
the Jacobian of the evolution. In the 'ground state' solution among the set of
optimal paths, the time-reversal symmetry of the system shows up, which is
expected to be universal for the symmetry-related initial and final state.
Related papers
- Boundary Treatment for Variational Quantum Simulations of Partial Differential Equations on Quantum Computers [1.6318838452579472]
The paper presents a variational quantum algorithm to solve initial-boundary value problems described by partial differential equations.
The approach uses classical/quantum hardware that is well suited for quantum computers of the current noisy intermediate-scale quantum era.
arXiv Detail & Related papers (2024-02-28T18:19:33Z) - First-principles construction of symmetry-informed quantum metrologies [0.0]
We develop a class of measurement strategies for quantities isomorphic to location parameters.
The resulting framework admits any parameter range, prior information, or state.
It reduces the search for good strategies to identifying which symmetry leaves a state of maximum ignorance invariant.
arXiv Detail & Related papers (2024-02-26T09:06:37Z) - Randomized semi-quantum matrix processing [0.0]
We present a hybrid quantum-classical framework for simulating generic matrix functions.
The method is based on randomization over the Chebyshev approximation of the target function.
We prove advantages on average depths, including quadratic speed-ups on costly parameters.
arXiv Detail & Related papers (2023-07-21T18:00:28Z) - A self-consistent field approach for the variational quantum
eigensolver: orbital optimization goes adaptive [52.77024349608834]
We present a self consistent field approach (SCF) within the Adaptive Derivative-Assembled Problem-Assembled Ansatz Variational Eigensolver (ADAPTVQE)
This framework is used for efficient quantum simulations of chemical systems on nearterm quantum computers.
arXiv Detail & Related papers (2022-12-21T23:15:17Z) - Simulating scalar field theories on quantum computers with limited
resources [62.997667081978825]
We present a quantum algorithm for implementing $phi4$ lattice scalar field theory on qubit computers.
The algorithm allows efficient $phi4$ state preparation for a large range of input parameters in both the normal and broken symmetry phases.
arXiv Detail & Related papers (2022-10-14T17:28:15Z) - Characterization of variational quantum algorithms using free fermions [0.0]
We numerically study the interplay between these symmetries and the locality of the target state.
We find that the number of iterations to converge to the solution scales linearly with system size.
arXiv Detail & Related papers (2022-06-13T18:11:16Z) - On optimization of coherent and incoherent controls for two-level
quantum systems [77.34726150561087]
This article considers some control problems for closed and open two-level quantum systems.
The closed system's dynamics is governed by the Schr"odinger equation with coherent control.
The open system's dynamics is governed by the Gorini-Kossakowski-Sudarshan-Lindblad master equation.
arXiv Detail & Related papers (2022-05-05T09:08:03Z) - Decimation technique for open quantum systems: a case study with
driven-dissipative bosonic chains [62.997667081978825]
Unavoidable coupling of quantum systems to external degrees of freedom leads to dissipative (non-unitary) dynamics.
We introduce a method to deal with these systems based on the calculation of (dissipative) lattice Green's function.
We illustrate the power of this method with several examples of driven-dissipative bosonic chains of increasing complexity.
arXiv Detail & Related papers (2022-02-15T19:00:09Z) - Optimization on manifolds: A symplectic approach [127.54402681305629]
We propose a dissipative extension of Dirac's theory of constrained Hamiltonian systems as a general framework for solving optimization problems.
Our class of (accelerated) algorithms are not only simple and efficient but also applicable to a broad range of contexts.
arXiv Detail & Related papers (2021-07-23T13:43:34Z) - Quantum computing critical exponents [0.0]
We show that the Variational Quantum-Classical Simulation algorithm admits a finite circuit depth scaling collapse when targeting the critical point of the transverse field Ising chain.
The order parameter only collapses on one side of the transition due to a slowdown of the quantum algorithm when crossing the phase transition.
arXiv Detail & Related papers (2021-04-02T17:38:20Z) - Bernstein-Greene-Kruskal approach for the quantum Vlasov equation [91.3755431537592]
The one-dimensional stationary quantum Vlasov equation is analyzed using the energy as one of the dynamical variables.
In the semiclassical case where quantum tunneling effects are small, an infinite series solution is developed.
arXiv Detail & Related papers (2021-02-18T20:55:04Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.