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Large-Scale PDE-Constrained Optimization

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Description

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.
Release date NZ
September 5th, 2003
Audience
  • General (US: Trade)
Contributors
  • Edited by Bart Van Bloemen Waanders
  • Edited by Lorenz T. Biegler
  • Edited by Matthias Heinkenschloss
  • Edited by Omar Ghattas
Edition
Softcover reprint of the original 1st ed. 2003
Illustrations
12 Illustrations, color; 13 Illustrations, black and white; VI, 349 p. 25 illus., 12 illus. in color.
Pages
349
Dimensions
155x235x14
ISBN-13
9783540050452
Product ID
5805059

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