Description: Theory and Computation of Complex Tensors and Its Applications, Hardcover by Che, Maolin; Wei, Yimin, ISBN 9811520585, ISBN-13 9789811520587, Like New Used, Free shipping in the US Th 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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Book Title: Theory and Computation of Complex Tensors and Its Applications
Number of Pages: Xii, 250 Pages
Language: English
Publication Name: Theory and Computation of Complex Tensors and Its Applications
Publisher: Springer
Publication Year: 2020
Subject: Algebra / Linear, Geometry / Differential, Numerical Analysis
Item Weight: 19.9 Oz
Type: Textbook
Item Length: 9.3 in
Subject Area: Mathematics
Author: Yimin Wei, Maolin Che
Item Width: 6.1 in
Format: Hardcover