tensor based dynamical systems theory von chen (3 Ergebnisse)

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 systemswhere system evolutions are captured through various tensor products. The author provides an overview ofexisting literature on the topic and aims to inspire readers to learn, develop, and apply the framework of tensor-based dynamical systems.

Taschenbuch. Zustand: Neu. Tensor-Based Dynamical Systems | Theory and Applications | Can Chen | Taschenbuch | Synthesis Lectures on Mathematics & Statistics | xv | Englisch | 2025 | Springer | EAN 9783031545078 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.

Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 systemswhere system evolutions are captured through various tensor products. The author provides an overview ofexisting literature on the topic and aims to inspire readers to learn, develop, and apply the framework of tensor-based dynamical systems.