Inverse Analyses with Model Reduction

Proper Orthogonal Decomposition in Structural Mechanics

  • Vladimir Buljak

Part of the Computational Fluid and Solid Mechanics book series (COMPFLUID)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Vladimir Buljak
    Pages 1-18
  3. Vladimir Buljak
    Pages 19-83
  4. Vladimir Buljak
    Pages 185-201
  5. Back Matter
    Pages 203-204

About this book


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.


Batch least square Batch least square Proper Orthogonal Decomposition POD Proper Orthogonal Decomposition POD fast simulations fast simulations soft computing soft computing

Authors and affiliations

  • Vladimir Buljak
    • 1
  1. 1., Dipartimento di Ingegneria StrutturalePolitecnico di MilanoMilanoItaly

Bibliographic information

  • DOI
  • Copyright Information Springer-Verlag GmbH Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering Engineering (R0)
  • Print ISBN 978-3-642-22702-8
  • Online ISBN 978-3-642-22703-5
  • Series Print ISSN 1860-482X
  • Series Online ISSN 1860-4838
  • Buy this book on publisher's site