Chen C Tensor-Based Dynamical Systems Theory and Applications 2024
General:
Name: Chen C Tensor-Based Dynamical Systems Theory and Applications 2024
Format: pdf
Size: 3.61 MB
Book:
Title: Tensor-Based Dynamical Systems
Author: Can Chen
Language: angielski
Year: 2024
Subjects: Science & Technology, Theories of Science, System Theory
Publisher: Springer-Verlag New York, LLC
ISBN: 9783031545054
Total pages: 115
Description:
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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