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Book synopsis

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.

Book details

Book category Books in German Naturwissenschaften, Medizin, Informatik, Technik Mathematik Geometrie

• Full title: Theory and Computation of Complex Tensors and its Applications
• Author: Yimin Wei
• Language: English
• Binding: Paperback
• Number of pages: 250
• EAN: 9789811520617
• ISBN: 9811520615
• ID: 35474594
• Publisher: Springer Verlag, Singapore
• Weight: 454 g
• Dimensions: 235 × 155 × 15 mm
• Date of publishing: 02. April 2021

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