Inverse Analyses with Model Reduction - Proper Orthogonal Decomposition in Structural Mechanics

In this self-consistent monograph, the author gathers and describes different mathematical techniques and combines all together to form practical procedures for the inverse analyses. It puts together topics coming from mathematical programming, with soft computing and Proper Orthogonal Decomposition, in order to show, in the context of structural analyses, how the things work and what are the main problems one needs to tackle.
Throughout the book a number of examples and exercises are worked out in order to make reader practically familiar with discussed topics.

List of contents

Inverse analyses.- Optimization algorithms .- Proper Orthogonal Decomposition and Radial Basis Functions for fast simulations .- Modern approach to inverse analyses .- Numerical examples.

Summary

In this self-consistent monograph, the author gathers and describes different mathematical techniques and combines all together to form practical procedures for the inverse analyses. It puts together topics coming from mathematical programming, with soft computing and Proper Orthogonal Decomposition, in order to show, in the context of structural analyses, how the things work and what are the main problems one needs to tackle. Throughout the book a number of examples and exercises are worked out in order to make reader practically familiar with discussed topics.

Product details

• Authors: Vladimir Buljak
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 09.12.2013
• EAN: 9783642435638
• ISBN: 978-3-642-43563-8
• No. of pages: 206
• Dimensions: 156 mm x 13 mm x 236 mm
• Weight: 342 g
• Illustrations: XIV, 206 p.
• Series: Computational Fluid and Solid Mechanics; Computational Fluid and Solid Mechanics
• Subjects: Natural sciences, medicine, IT, technology > Technology > General, dictionaries; B, engineering, Mathematical and Computational Engineering, Solid Mechanics, Mechanics, Mechanics of solids, Mechanics, Applied, Computer mathematics, Engineering mathematics, Applied mathematics, Computational Science and Engineering, Maths for scientists, Mathematical and Computational Engineering Applications, Computer simulation, Computer modelling & simulation, Simulation and Modeling, Computer Modelling