Ankündigung Erscheint vsl. Mai 2020 Abbildung von Che / Wei | Theory and Computation of Complex Tensors and Its Applications | 2020 | 2020

Che / Wei

Theory and Computation of Complex Tensors and Its Applications

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2020 2020. Buch. 250 S. Hardcover

SPRINGER NATURE. ISBN 9789811520587

In englischer Sprache

Produktbeschreibung

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 the neural network model for the computation of the rank-one approximation of real tensors, a normalization algorithm to convert some nonnegative tensors to plane stochastic tensors and a probabilistic algorithm for locating a positive diagonal in a nonnegative tensors, adaptive randomized algorithms for computing the approximate tensor decompositions, and the QR type method for computing U-eigenpairs of complex tensors.
This book could be used for the Graduate course, such as Introduction to Tensor. Researchers may also find it helpful as a reference in tensor research.

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