Theory and Computation of Complex Tensors and its Applications

[ FreeCourseWeb.com ] Theory and Computation of Complex Tensors and its Applications



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English | ISBN: 9811520585 | 2020 | 250 pages | EPUB, PDF | 24 MB + 4 MB

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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