Large-Scale PDE-Constrained Optimization

✍ Scribed by Bart van Bloemen Waanders

Publisher: Springer
Year: 2003
Tongue: English
Leaves: 180
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

📜 SIMILAR VOLUMES

Large-Scale PDE-Constrained Optimization

📁 Large-Scale PDE-Constrained Optimization

✍ Lorenz T. Biegler, Omar Ghattas, Matthias Heinkenschloss, Bart van Bloemen Waand 📂 Library 📅 2003 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

<p><P>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 opti

Large-scale PDE-constrained optimization

📁 Large-scale PDE-constrained optimization in applications

✍ Subhendu Bikash Hazra 📂 Library 📅 2010 🏛 Springer 🌐 English

<P>This book results from the authors work done on simulation based optimization problems at the Department of Mathematics, University of Trier, and reported in his postdoctoral thesis (”Habilitationsschrift”) accepted by the Faculty-IV of this University in 2008. The focus of the work has been to d

Large-Scale PDE-Constrained Optimization

📁 Large-Scale PDE-Constrained Optimization in Applications (Lecture Notes in Applied and Computational Mechanics)

✍ Subhendu Bikash Hazra 📂 Library 📅 2010 🏛 Springer 🌐 English

This book results from the authors work done on simulation based optimization problems at the Department of Mathematics, University of Trier, and reported in his postdoctoral thesis (”Habilitationsschrift”) accepted by the Faculty-IV of this University in 2008. The focus of the work has been to deve

Large-Scale PDE-Constrained Optimization

📁 Large-Scale PDE-Constrained Optimization in Applications (Lecture Notes in Applied and Computational Mechanics)

✍ Subhendu Bikash Hazra 📂 Library 📅 2010 🏛 Springer 🌐 English

Large-Scale PDE-Constrained Optimization

📁 Large-Scale PDE-Constrained Optimization in Applications (Lecture Notes in Applied and Computational Mechanics, 49)

✍ Subhendu Bikash Hazra 📂 Library 📅 2010 🏛 Springer 🌐 English

<span>With continuous development of modern computing hardware and applicable - merical methods, computational ?uid dynamics (CFD) has reached certain level of maturity so that it is being used routinely by scientists and engineers for ?uid ?ow analysis. Since most of the real-life applications invo

Large-scale nonlinear optimization

📁 Large-scale nonlinear optimization

✍ Di Pillo G., Roma M. (eds.) 📂 Library 📅 2006 🏛 Springer 🌐 English

This book reviews and discusses recent advances in the development of methods and algorithms for nonlinear optimization and its applications, focusing on the large-dimensional case, the current forefront of much research. Individual chapters, contributed by eminent authorities, provide an up-to-date