Sampling-Based Learning Control of Quantum Systems with Uncertainties

نویسندگان

چکیده

This chapter presents results on enhancing robustness of quantum systems with uncertainties using the sampling-based learning control (SLC) method. In Sect. 4.2, SLCSampling-based method is applied to state superconducting qubitsQubit, robust photoassociationPhotoassociation O+H and synchronizing a laser molecules for charge transfer $$^\text {a}$$ , {b}$$ {c}$$ . Robust based SLC b-GRAPE presented generating gatesQuantum gate in 4.3 open investigated 4.4 {d}$$

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Quantum Genetic Learning Control of Quantum Ensembles with Hamiltonian Uncertainties

In this paper, a new method for controlling a quantum ensemble that its members have uncertainties in Hamiltonian parameters is designed. Based on combining the sampling-based learning control (SLC) and a new quantum genetic algorithm (QGA) method, the control of an ensemble of a two-level quantum system with Hamiltonian uncertainties is achieved. To simultaneously transfer the ensemble members...

متن کامل

Reinforcement Learning Based PID Control of Wind Energy Conversion Systems

In this paper an adaptive PID controller for Wind Energy Conversion Systems (WECS) has been developed. Theadaptation technique applied to this controller is based on Reinforcement Learning (RL) theory. Nonlinearcharacteristics of wind variations as plant input, wind turbine structure and generator operational behaviordemand for high quality adaptive controller to ensure both robust stability an...

متن کامل

Entanglement Generation in Uncertain Quantum Systems Using Sampling-Based Learning Control

In this paper, we develop a control algorithm to generate entanglement in a quantum system with uncertainties. The system under consideration is an uncertain system of two twolevel atoms interacting with each other through a dipole-dipole interaction. The sampling-based learning control (SLC) strategy is employed to find a control law. An SLC strategy contains two steps of training and evaluati...

متن کامل

Terminal Sliding Mode Control for Nonlinear Systems with both Matched and Unmatched Uncertainties

In this paper, we extend the sliding mode idea to a class of unmatched uncertain variable structure systems. This method is achieved with introducing a new terminal sliding variable and the finite time stability of proposed method is proved using a new particular finite time condition in both reaching and sliding phases. In reaching phase new sliding mode controller is derived to guarantee the ...

متن کامل

reinforcement learning based pid control of wind energy conversion systems

in this paper an adaptive pid controller for wind energy conversion systems (wecs) has been developed. theadaptation technique applied to this controller is based on reinforcement learning (rl) theory. nonlinearcharacteristics of wind variations as plant input, wind turbine structure and generator operational behaviordemand for high quality adaptive controller to ensure both robust stability an...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Communications and control engineering series

سال: 2023

ISSN: ['0178-5354', '2197-7119']

DOI: https://doi.org/10.1007/978-3-031-20245-2_4