Proper Generalized Decompositions An Introduction to Computer Implementation with Matlab /

• Κύριοι συγγραφείς: Cueto, Elías (Συγγραφέας), González, David (Συγγραφέας), Alfaro, Icíar (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Σειρά: SpringerBriefs in Applied Sciences and Technology,
• Θέματα: Engineering.; Computer mathematics.; Physics.; Continuum mechanics.; Continuum Mechanics and Mechanics of Materials.; Computational Science and Engineering.; Numerical and Computational Physics.
• Φυσική περιγραφή: XII, 96 p. 20 illus., 1 illus. in color. online resource.
• ISBN: 9783319299945
• ISSN: 2191-530X

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. .