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Reduced-Order Modeling (ROM) for Simulation and Optimization

Powerful Algorithms as Key Enablers for Scientific Computing

Editors: Keiper, Winfried, Milde, Anja, Volkwein, Stefan (Eds.)

  • Addresses the advancement of efficient numerical procedures
  • Includes out-of-the-box algorithmic solutions, e.g. reduced basis methods for industrial problems 
  • A special chapter on next generation Flash prepares readers for the future
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Buy this book

eBook $69.99
price for USA in USD (gross)
  • ISBN 978-3-319-75319-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $89.99
price for USA in USD
  • ISBN 978-3-319-75318-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This edited monograph collects research contributions and addresses the advancement of efficient numerical procedures in the area of model order reduction (MOR) for simulation, optimization and control. The topical scope includes, but is not limited to, new out-of-the-box algorithmic solutions for scientific computing, e.g. reduced basis methods for industrial problems and MOR approaches for electrochemical processes. The target audience comprises research experts and practitioners in the field of simulation, optimization and control, but the book may also be beneficial for graduate students alike. 

Table of contents (8 chapters)

  • An Iterative Model Reduction Scheme for Quadratic-Bilinear Descriptor Systems with an Application to Navier–Stokes Equations

    Benner, Peter (et al.)

    Pages 1-19

  • Greedy Kernel Approximation for Sparse Surrogate Modeling

    Haasdonk, Bernard (et al.)

    Pages 21-45

  • Set-Oriented Multiobjective Optimal Control of PDEs Using Proper Orthogonal Decomposition

    Beermann, Dennis (et al.)

    Pages 47-72

  • Sequential Reduced-Order Modeling for Time-Dependent Optimization Problems with Initial Value Controls

    Heinkenschloss, Matthias (et al.)

    Pages 73-98

  • A Direct Index 1 DAE Model of Gas Networks

    Benner, Peter (et al.)

    Pages 99-119

Buy this book

eBook $69.99
price for USA in USD (gross)
  • ISBN 978-3-319-75319-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $89.99
price for USA in USD
  • ISBN 978-3-319-75318-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Reduced-Order Modeling (ROM) for Simulation and Optimization
Book Subtitle
Powerful Algorithms as Key Enablers for Scientific Computing
Editors
  • Winfried Keiper
  • Anja Milde
  • Stefan Volkwein
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-75319-5
DOI
10.1007/978-3-319-75319-5
Hardcover ISBN
978-3-319-75318-8
Edition Number
1
Number of Pages
IX, 179
Number of Illustrations and Tables
13 b/w illustrations, 47 illustrations in colour
Topics