Riemannian Optimization and Its Applications (SpringerBriefs in Control, Automation and Robotics) - Tapa blanda

Libro 27 de 27: SpringerBriefs in Electrical and Computer Engineering

Sato, Hiroyuki

 
9783030623890: Riemannian Optimization and Its Applications (SpringerBriefs in Control, Automation and Robotics)
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ISBN 10: 3030623890 ISBN 13: 9783030623890
Editorial: Springer, 2021

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Doctor Hiroyuki Sato received his bachelor of engineering degree from the Faculty of Engineering, Kyoto University, Japan, in 2009 and his master and doctor of informatics degrees from the Graduate School of Informatics, Kyoto University, in 2011 and 2013, respectively. Following graduation, from 2013 to 2014, he was a research fellow of the Japan Society for the Promotion of Science. Subsequently, from 2014 to 2017, he worked as an assistant professor in the Faculty of Engineering, Tokyo University of Science, Japan. Further, from 2017 to 2018, Doctor Sato was employed as an assistant professor in the Hakubi Center for Advanced Research, Kyoto University. Currently, he is an associate professor in the Department of Applied Mathematics and Physics, Graduate School of Informatics, Kyoto University.

Doctor Sato has been studying Riemannian optimization, that is, geometric optimization on Riemannian manifolds. His research interests include the theory of Riemannian optimization algorithms, such as the Riemannian conjugate gradient methods, and their applications to problems in other fields. His works contribute to developing the Riemannian optimization theory and proposing Riemannian optimization algorithms for problems arising in applications. Because Riemannian optimization is an interdisciplinary research field with diverse applications, Doctor Sato routinely collaborates with researchers across various fields, including numerical linear algebra, control engineering, and statistics.

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Editorial
Springer
Año de publicación
2021
Idioma
Inglés
ISBN 10 
3030623890
ISBN 13 
9783030623890
Encuadernación
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Número de edición
1
Número de páginas
140
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9783030623906: Riemannian Optimization and Its Applications

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ISBN 10:  3030623904 ISBN 13:  9783030623906
Editorial: Springer, 2021
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