From Dimension-Free Matrix Theory to Cross-Dimensional Dynamic Systems (Mathematics in Science and Engineering) - Softcover

Cheng, Daizhan

Softcover

ISBN 10: 0128178019 ISBN 13: 9780128178010

Verlag: Academic Press, 2019

Inhaltsangabe

From Dimension-Free Matrix Theory to Cross-Dimensional Dynamic Systems illuminates the underlying mathematics of semi-tensor product, a generalized matrix product that extends the conventional matrix product to two matrices of arbitrary dimensions. As dimension-varying systems are everywhere, this newly developed theory can revolutionize large data systems, such as genomics and bio-systems, deep learning, IT and information-based engineering applications.

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Über die Autorin bzw. den Autor

Daizhan Cheng is the creator of the novel and highly-useful product of matrices called the semi-tensor product (STP) or Cheng product. He holds a PhD from Washington University, St. Louis, and since 1990, he has served as a professor with the Institute of Systems Science, AMSS, Chinese Academy of Sciences. He is the author / co-author of 14 books, over 250 journal papers, and more than 150 conference papers. He received the Second National Natural Science Award in both 2008 and 2014, the Outstanding Science and Technology Achievement Price of CAS in 2015, and the Automatica Best Paper Award (2008–2010), bestowed by the IFAC.

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From Dimension-Free Matrix Theory to Cross-Dimensional Dynamic Systems illuminates the underlying mathematics of semi-tensor product, a generalized matrix product that extends the conventional matrix product to two matrices of arbitrary dimensions. Dimension-varying systems are everywhere, and through innovative applications its newly developed theory can revolutionize large data systems such as genomics and bio-systems, deep learning, IT, and information-based engineering applications.

Details zur Ausgabe

• Verlag: Academic Press
• Erscheinungsdatum: 2019
• Sprache: Englisch
• ISBN 10: 0128178019
• ISBN 13: 9780128178010
• Einband: Taschenbuch
• Anzahl der Seiten: 364
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