Application of Pontryagin's Maximum Principle to Quantum Metrology in
Dissipative Systems
- URL: http://arxiv.org/abs/2205.00112v1
- Date: Sat, 30 Apr 2022 00:02:57 GMT
- Title: Application of Pontryagin's Maximum Principle to Quantum Metrology in
Dissipative Systems
- Authors: Chungwei Lin, Yanting Ma, Dries Sels
- Abstract summary: We look for the optimal control that maximizes quantum Fisher information for "twist and turn" problem.
We find that the optimal control is singular without dissipation but can become unbounded once the quantum decoherence is introduced.
- Score: 8.920103626492315
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Optimal control theory, also known as Pontryagin's Maximum Principle, is
applied to the quantum parameter estimation in the presence of decoherence. An
efficient procedure is devised to compute the gradient of quantum Fisher
information with respect to the control parameters and is used to construct the
optimal control protocol. The proposed procedure keeps the control problem in
the time-invariant form so that both first-order and second-order optimality
conditions derived from Pontryagin's Maximum Principle apply; the second-order
condition turns out to be crucial when the optimal control contains singular
arcs. Concretely we look for the optimal control that maximizes quantum Fisher
information for "twist and turn" problem. We find that the optimal control is
singular without dissipation but can become unbounded once the quantum
decoherence is introduced. An amplitude constraint is needed to guarantee a
bounded solution. With quantum decoherence, the maximum quantum Fisher
information happens at a finite time due to the decoherence, and the asymptotic
value depends on the specific decoherence channel and the control of
consideration.
Related papers
- Enhancing Quantum Entanglement in Bipartite Systems: Leveraging Optimal Control and Physics-Informed Neural Networks [1.4811951486536687]
We formulate an optimal control problem centered on maximizing an enhanced lower bound of the entanglement measure within a shortest timeframe.
We derive optimality conditions based on Pontryagin's Minimum Principle tailored for a matrix-valued dynamic control system.
The proposed strategy not only refines the process of generating entangled states but also introduces a method with increased sensitivity in detecting entangled states.
arXiv Detail & Related papers (2024-03-24T22:59:24Z) - Optimal State Manipulation for a Two-Qubit System Driven by Coherent and
Incoherent Controls [77.34726150561087]
State preparation is important for optimal control of two-qubit quantum systems.
We exploit two physically different coherent control and optimize the Hilbert-Schmidt target density matrices.
arXiv Detail & Related papers (2023-04-03T10:22:35Z) - An Application of Pontryagin Neural Networks to Solve Optimal Quantum
Control Problems [1.5469452301122175]
Pontryagin maximum principle has proved to play an important role to achieve the maximum fidelity in an optimum time or energy.
We formulate a control constrained optimal control problem where we aim to minimize time and also energy subjected to a quantum system satisfying the bilinear Schrodinger equation.
We make use of the so-called "qutip" package in python, and the newly developed "tfc" python package.
arXiv Detail & Related papers (2023-02-01T17:48:07Z) - 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) - A Quantum Optimal Control Problem with State Constrained Preserving
Coherence [68.8204255655161]
We consider a three-level $Lambda$-type atom subjected to Markovian decoherence characterized by non-unital decoherence channels.
We formulate the quantum optimal control problem with state constraints where the decoherence level remains within a pre-defined bound.
arXiv Detail & Related papers (2022-03-24T21:31:34Z) - High Fidelity Quantum State Transfer by Pontryagin Maximum Principle [68.8204255655161]
We address the problem of maximizing the fidelity in a quantum state transformation process satisfying the Liouville-von Neumann equation.
By introducing fidelity as the performance index, we aim at maximizing the similarity of the final state density operator with the one of the desired target state.
arXiv Detail & Related papers (2022-03-07T13:27:26Z) - Optimal Control for Quantum Metrology via Pontryagin's principle [8.920103626492315]
We apply Pontryagin's Maximum Principle to determine the optimal protocol that maximizes the quantum Fisher information for a given evolution time.
The proposed formalism is generalized to problems with control constraints, and can also be used to maximize the classical Fisher information for a chosen measurement.
arXiv Detail & Related papers (2021-05-14T16:22:57Z) - Stochastic optimal control formalism for an open quantum system [15.076862040458124]
A procedure is developed which allows one to express Pontryagin's maximum principle for dissipative quantum system.
Time-optimal computing controls can be efficiently computed without the density matrix.
arXiv Detail & Related papers (2020-11-06T15:37:51Z) - Introduction to the Pontryagin Maximum Principle for Quantum Optimal
Control [0.0]
The tutorial covers various quantum control issues and describes their mathematical formulation suitable for optimal control.
The connection between the Pontryagin Maximum Principle and gradient-based optimization algorithms used for high-dimensional quantum systems is described.
arXiv Detail & Related papers (2020-10-19T10:25:29Z) - Direct Optimal Control Approach to Laser-Driven Quantum Particle
Dynamics [77.34726150561087]
We propose direct optimal control as a robust and flexible alternative to indirect control theory.
The method is illustrated for the case of laser-driven wavepacket dynamics in a bistable potential.
arXiv Detail & Related papers (2020-10-08T07:59:29Z) - Time-local optimal control for parameter estimation in the Gaussian
regime [68.8204255655161]
instantaneous control unitaries may be used to mitigate the decrease of information caused by an open dynamics.
A possible, locally optimal (in time) choice for such controls is the one that maximises the time-derivative of the quantum Fisher information.
arXiv Detail & Related papers (2020-01-10T16:24:31Z)
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.