Large-Scale Pde-Constrained Optimization: 30 (Lecture Notes in Computational Science and Engineering) - Softcover

Biegler, Lorenz T.

Softcover

ISBN 10: 3540050450 ISBN 13: 9783540050452

Verlag: Springer, 2013

Inhaltsangabe

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.

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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.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2013
• ISBN 10: 3540050450
• ISBN 13: 9783540050452
• Einband: Tapa blanda
• Sprache: Englisch
• Anzahl der Seiten: 364
• Kontakt zum Hersteller: Nicht verfügbar