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Engineering - Computational Intelligence and Complexity | Inverse Analyses with Model Reduction - Proper Orthogonal Decomposition in Structural Mechanics

Inverse Analyses with Model Reduction

Proper Orthogonal Decomposition in Structural Mechanics

Buljak, Vladimir

2012, XIV, 206 p.

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  • Self-consistent monograph
  • Gathers different mathematical techniques
  • Shows the ‘whole picture’
  • Examples and exercises make reader practically familiar with discussed topics

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.

Content Level » Research

Keywords » Batch least square - Proper Orthogonal Decomposition POD - fast simulations - soft computing

Related subjects » Computational Intelligence and Complexity - Computational Science & Engineering - Mechanics - Theoretical Computer Science

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