Theory and Computation of Tensors
Multi-Dimensional Arrays
Theory and Computation of Tensors: Multi-Dimensional Arrays investigates theories and computations of tensors to broaden perspectives on matrices. Data in the Big Data Era is not only growing larger but also becoming much more complicated. Tensors...
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Theory and Computation of Tensors: Multi-Dimensional Arrays investigates theories and computations of tensors to broaden perspectives on matrices. Data in the Big Data Era is not only growing larger but also becoming much more complicated. Tensors (multi-dimensional arrays) arise naturally from many engineering or scientific disciplines because they can represent multi-relational data or nonlinear relationships.
Bibliographische Angaben
- Autoren: Yimin Wei , Weiyang Ding
- Verlag: Academic Press
- EAN: 9780128039533
Autoren-Porträt von Yimin Wei, Weiyang Ding
Yimin Wei is a Professor at the School of Mathematical Sciences, Fudan University, Shanghai, P.R. of China. He has has published three English books and over 100 research papers in international journals. His studies on tensors are supported by the National Natural Science Foundation of China.Weiyang Ding is a Ph.D student under the supervision of Professor Wei, at the School of Mathematical Sciences, Fudan University, Shanghai, P.R. of China.
Inhaltsverzeichnis zu „Theory and Computation of Tensors “
1. Introduction and Preliminaries2. Hankel Tensors3. Generalized Tensor Eigenvalue Problems4. M-Tensors and Multi-Linear Equations 5. Tensor Logarithmic Norms 6. Multi-Linear Discriminant Analysis
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