Learning and Robust Control in Quantum Technology

Learning and Robust Control in Quantum Technology

AngličtinaEbook
Dong, Daoyi
Springer International Publishing
EAN: 9783031202452
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This monograph provides a state-of-the-art treatment of learning and robust control in quantum technology. It presents a systematic investigation of control design and algorithm realisation for several classes of quantum systems using control-theoretic tools and machine-learning methods. The approaches rely heavily on examples and the authors cover:sliding mode control of quantum systems;control and classification of inhomogeneous quantum ensembles using sampling-based learning control;robust and optimal control design using machine-learning methods;robust stability of quantum systems; and Hinfinity and fault-tolerant control of quantum systems. Both theoretical algorithm design and potential practical applications are considered. Methods for enhancing robustness of performance are developed in the context of quantum state preparation, quantum gate construction, and ultrafast control of molecules.Researchers and graduates studying systems and control theory, quantum control, and quantum engineering, especially from backgrounds in electrical engineering, applied mathematics and quantum information will find Learning and Robust Control in Quantum Technology to be a valuable reference for the investigation of learning and robust control of quantum systems. The material contained in this book will also interest chemists and physicists working on chemical physics, quantum optics, and quantum information technology.
EAN 9783031202452
ISBN 3031202457
Typ produktu Ebook
Vydavatel Springer International Publishing
Datum vydání 24. března 2023
Jazyk English
Autoři Dong, Daoyi; Petersen, Ian R.
Série Communications and Control Engineering