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Theory and Computation of Complex Tensors and its Applications (Hardcover, 1st ed. 2020): Maolin Che, Yimin Wei Theory and Computation of Complex Tensors and its Applications (Hardcover, 1st ed. 2020)
Maolin Che, Yimin Wei
R3,387 Discovery Miles 33 870 Ships in 10 - 15 working days

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.

Theory and Computation of Complex Tensors and its Applications (Paperback, 1st ed. 2020): Maolin Che, Yimin Wei Theory and Computation of Complex Tensors and its Applications (Paperback, 1st ed. 2020)
Maolin Che, Yimin Wei
R3,365 Discovery Miles 33 650 Ships in 10 - 15 working days

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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