Lecture Notes in Computational Science and Engineering

Large-Scale PDE-Constrained Optimization

Editors: Biegler, L.T., Ghattas, O., Heinkenschloss, M., van Bloemen Waanders, B. (Eds.)

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About this book

Optimal design, optimal control, and parameter estimation of systems governed by partial differential equations (PDEs) give rise to a class of problems known as PDE-constrained optimization. The size and complexity of the discretized PDEs often pose significant challenges for contemporary optimization methods. With the maturing of technology for PDE simulation, interest has now increased in PDE-based optimization. The chapters in this volume collectively assess the state-of-the-art in PDE-constrained optimization, identify challenges to optimization presented by modern highly parallel PDE simulation codes, and discuss promising algorithmic and software approaches for addressing them. These contributions represent current research of two strong scientific computing communities, in optimization and PDE simulation. This volume merges perspectives in these two different areas and identifies interesting open questions for further research.

Table of contents (20 chapters)

Table of contents (20 chapters)
  • Large-Scale PDE-Constrained Optimization: An Introduction

    Pages 3-13

    Biegler, Lorenz T. (et al.)

  • Nonlinear Elimination in Aerodynamic Analysis and Design Optimization

    Pages 17-43

    Young, D. P. (et al.)

  • Optimization of Large-Scale Reacting Flows using MPSalsa and Sequential Quadratic Programming

    Pages 45-59

    Salinger, A. G. (et al.)

  • First-Order Approximation and Model Management in Optimization

    Pages 63-79

    Alexandrov, Natalia M. (et al.)

  • Multifidelity Global Optimization Using DIRECT

    Pages 80-92

    Cox, Steven E. (et al.)

Buy this book

eBook $139.00
price for USA in USD
  • ISBN 978-3-642-55508-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $179.99
price for USA in USD
  • ISBN 978-3-540-05045-2
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Large-Scale PDE-Constrained Optimization
Editors
  • Lorenz T. Biegler
  • Omar Ghattas
  • Matthias Heinkenschloss
  • Bart van Bloemen Waanders
Series Title
Lecture Notes in Computational Science and Engineering
Series Volume
30
Copyright
2003
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-55508-4
DOI
10.1007/978-3-642-55508-4
Softcover ISBN
978-3-540-05045-2
Series ISSN
1439-7358
Edition Number
1
Number of Pages
VI, 349
Number of Illustrations
13 b/w illustrations, 12 illustrations in colour
Topics