Title :
Coherent control of linear quantum systems: A differential evolution approach
Author :
Harno, H.G. ; Petersen, I.R.
Author_Institution :
Sch. of Eng. & Inf. Technol., Univ. of New South Wales at ADFA, Canberra, ACT, Australia
fDate :
June 30 2010-July 2 2010
Abstract :
In this paper, we propose a new method to construct an optimal coherent quantum controller, which is required to be physically realizable. This method is based on an evolutionary optimization method, namely the Differential Evolution approach. The aim is to provide a straightforward algorithm to deal with both nonlinear and nonconvex constraints arising in the quantum controller design. The solution to our problem involves the solutions of a complex algebraic Riccati equation and a Lyapunov equation. The efficacy of the proposed method is demonstrated through a case study on an entanglement control problem for an ideal quantum network comprising two cascaded optical parametric amplifiers.
Keywords :
Lyapunov methods; Riccati equations; control system synthesis; evolutionary computation; linear systems; optimal control; optimisation; quantum entanglement; Lyapunov equation; complex algebraic Riccati equation; differential evolution approach; entanglement control problem; evolutionary optimization method; linear quantum systems; nonconvex constraints; nonlinear constraints; optimal coherent quantum controller; quantum controller design; two cascaded optical parametric amplifiers; Algorithm design and analysis; Control systems; Nonlinear equations; Nonlinear optics; Optical control; Optimal control; Optimization methods; Quantum entanglement; Riccati equations; Stimulated emission;
Conference_Titel :
American Control Conference (ACC), 2010
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-7426-4
DOI :
10.1109/ACC.2010.5531367