(Download) "Theory and Computation of Complex Tensors and its Applications" by Maolin Che & Yimin Wei * Book PDF Kindle ePub Free
eBook details
- Title: Theory and Computation of Complex Tensors and its Applications
- Author : Maolin Che & Yimin Wei
- Release Date : January 01, 2020
- Genre: Mathematics,Books,Science & Nature,
- Pages : * pages
- Size : 17632 KB
Description
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.