Title :
Synthesis of Linear Coherent Quantum Control Systems Using A Differential Evolution Algorithm
Author :
Harno, Hendra G. ; Petersen, Ian R.
Author_Institution :
Dept. of Mech. Eng., Curtin Univ., Miri, Malaysia
Abstract :
We propose a new method to construct an optimal linear coherent quantum controller based on an evolutionary optimization method, namely a differential evolution algorithm. The aim is to provide a straightforward approach to deal with both nonlinear and nonconvex constraints arising in the coherent quantum controller synthesis. The solution to this control problem involves a complex algebraic Riccati equation, which corresponds to a physical realizability condition for the coherent quantum controller. The proposed method is demonstrated through an example of an entanglement control problem for a quantum network comprising two cascaded optical parametric amplifiers.
Keywords :
Riccati equations; cascade systems; control system synthesis; discrete systems; evolutionary computation; linear systems; optical parametric amplifiers; optical variables control; optimisation; cascaded optical parametric amplifiers; complex algebraic Riccati equation; differential evolution algorithm; entanglement control problem; evolutionary optimization method; linear coherent quantum control systems synthesis; nonconvex constraints; nonlinear constraints; optimal linear coherent quantum controller; physical realizability condition; quantum network; Control systems; Nonlinear optics; Optical feedback; Quantum entanglement; Riccati equations; Vectors; Coherent quantum control; differential evolution; entanglement control;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2014.2329382