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Tensor-Based Dynamical Systems

Name: Tensor-Based Dynamical Systems
Brand: Springer, Berlin
SKU: 48313243
Price: 60.66 EUR
Availability: InStock
Author: Can Chen
ISBN: 9783031545078

Theory and Applications

Can Chen

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 48313243

Nakladateľstvo Springer, Berlin, november 2024

This book provides a comprehensive review on tensor algebra, including tensor products, tensor unfol... Celý popis

Libristo kód: 48313243

147 b

60.66 €

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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.