E-Books →Learning and Robust Control in Quantum Technology (Communications and Control Engineering)

Free Download Learning and Robust Control in Quantum Technology (Communications and Control Engineering) by Daoyi Dong, Ian R. Petersen
English | March 25, 2023 | ISBN: 3031202449 | 269 pages | MOBI | 39 Mb
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; andH∞ 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.