Proper Generalized Decompositions

An Introduction to Computer Implementation with Matlab

Nonfiction, Science & Nature, Science, Physics, Mechanics, Computers, Advanced Computing, Computer Science, Technology
Cover of the book Proper Generalized Decompositions by Elías Cueto, David González, Icíar Alfaro, Springer International Publishing
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Author: Elías Cueto, David González, Icíar Alfaro ISBN: 9783319299945
Publisher: Springer International Publishing Publication: March 1, 2016
Imprint: Springer Language: English
Author: Elías Cueto, David González, Icíar Alfaro
ISBN: 9783319299945
Publisher: Springer International Publishing
Publication: March 1, 2016
Imprint: Springer
Language: English

This book is intended to help researchers overcome the entrance barrier to Proper Generalized Decomposition (PGD), by providing a valuable tool to begin the programming task. Detailed Matlab Codes are included for every chapter in the book, in which the theory previously described is translated into practice. Examples include parametric problems, non-linear model order reduction and real-time simulation, among others.

Proper Generalized Decomposition (PGD) is a method for numerical simulation in many fields of applied science and engineering. As a generalization of Proper Orthogonal Decomposition or Principal Component Analysis to an arbitrary number of dimensions, PGD is able to provide the analyst with very accurate solutions for problems defined in high dimensional spaces, parametric problems and even real-time simulation.

  

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book is intended to help researchers overcome the entrance barrier to Proper Generalized Decomposition (PGD), by providing a valuable tool to begin the programming task. Detailed Matlab Codes are included for every chapter in the book, in which the theory previously described is translated into practice. Examples include parametric problems, non-linear model order reduction and real-time simulation, among others.

Proper Generalized Decomposition (PGD) is a method for numerical simulation in many fields of applied science and engineering. As a generalization of Proper Orthogonal Decomposition or Principal Component Analysis to an arbitrary number of dimensions, PGD is able to provide the analyst with very accurate solutions for problems defined in high dimensional spaces, parametric problems and even real-time simulation.

  

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