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portada Theory and Computation of Complex Tensors and its Applications
Type
Physical Book
Publisher
Author
Year
2020
Language
English
Pages
250
Format
Hardcover
ISBN13
9789811520587
Edition No.
1
Categories

Theory and Computation of Complex Tensors and its Applications

Maolin Che; Yimin Wei (Author) · Springer · Hardcover

Theory and Computation of Complex Tensors and its Applications - Maolin Che; Yimin Wei

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Synopsis "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 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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