Theory and Computation of Complex Tensors and its Applications
The book provides an introduction of very recent results about the tensors and mainly focuses on the authors' work and perspective. A systematic description about how to extend the numerical linear algebra to the numerical multi-linear algebra is also delivered in this book. The authors design...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Singapore
Springer Nature Singapore
2020, 2020
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| Edition: | 1st ed. 2020 |
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Preface
- Introduction
- The pseudo-spectrum theory
- Perturbation theory
- Tensor complementarity problems
- Plane stochastic tensors
- Neural Networks
- US- and U-eigenpairs of complex tensors
- Randomized algorithms
- Bibliography
- Index