Paper Info
Title
Differential Evolution for Quantum Robust Control: Algorithm, Applications and Experiments.
Abstract
Robust control design for quantum systems has been recognized as a key task in quantum information technology, molecular chemistry and atomic physics. In this paper, an improved differential evolution algorithm of msMS_DE is proposed to search robust fields for various quantum control problems. In msMS_DE, multiple samples are used for fitness evaluation and a mixed strategy is employed for mutation operation. In particular, the msMS_DE algorithm is applied to the control problem of open inhomogeneous quantum ensembles and the consensus problem of a quantum network with uncertainties. Numerical results are presented to demonstrate the excellent performance of the improved DE algorithm for these two classes of quantum robust control problems. Furthermore, msMS_DE is experimentally implemented on femtosecond laser control systems to generate good signals of two photon absorption and control fragmentation of halomethane molecules CH2BrI. Experimental results demonstrate excellent performance of msMS_DE in searching effective femtosecond laser pulses for various tasks.
Year
Venue
Field
2017
arXiv: Quantum Physics
Consensus,Femtosecond,Quantum,Quantum mechanics,Differential evolution,Control system,Quantum information,Robust control,Physics,Quantum network
DocType
Volume
Citations 
Journal
abs/1702.03946
0
PageRank 
References 
Authors
0.34
15
6
Name
Order
Citations
PageRank
Daoyi Dong139452.57
Xi Xing271.73
Hailan Ma301.35
Chunlin Chen42212.02
Zhixin Liu5577.21
Herschel Rabitz616136.95