Name: Tensor-Based Dynamical Systems: Theory and Applications
Price: 96.69 EUR
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Author: Chen, Can
ISBN: 9783031545047

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portada Tensor-Based Dynamical Systems: Theory and Applications

Tensor-Based Dynamical Systems: Theory and Applications

Type

Physical Book

Author

Can Chen

Publisher

Springer

Language

English

Pages

106

Format

Hardcover

Dimensions

23.8 x 16.4 x 1.0 cm

Weight

0.36 kg.

ISBN13

9783031545047

Edition No.

2024th

Synopsis "Tensor-Based Dynamical Systems: Theory and Applications"

This book provides a comprehensive review on tensor algebra, including tensor products, tensor unfolding, tensor eigenvalues, and tensor decompositions. Tensors are multidimensional arrays generalized from vectors and matrices, which can capture higher-order interactions within multiway data. In addition, tensors have wide applications in many domains such as signal processing, machine learning, and data analysis, and the author explores the role of tensors/tensor algebra in tensor-based dynamical systems where system evolutions are captured through various tensor products. The author provides an overview of existing literature on the topic and aims to inspire readers to learn, develop, and apply the framework of tensor-based dynamical systems.

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Tensor-Based Dynamical Systems: Theory and Applications - Chen, Can

Synopsis "Tensor-Based Dynamical Systems: Theory and Applications"

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