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Frontiers in PDE-Constrained Optimization: The IMA Volumes in Mathematics and its Applications, cartea 163

Editat de Harbir Antil, Drew P. Kouri, Martin-D. Lacasse, Denis Ridzal
en Limba Engleză Hardback – 13 oct 2018
This volume provides a broad and uniform introduction of PDE-constrained optimization as well as to document a number of interesting and challenging applications. Many science and engineering applications necessitate the solution of optimization problems constrained by physical laws that are described by systems of partial differential equations (PDEs)​. As a result, PDE-constrained optimization problems arise in a variety of disciplines including geophysics, earth and climate science, material science, chemical and mechanical engineering, medical imaging and physics.  
This volume is divided into two parts. The first part provides a comprehensive treatment of PDE-constrained optimization including discussions of problems constrained by PDEs with uncertain inputs and problems constrained by variational inequalities. Special emphasis is placed on algorithm development and numerical computation.  In addition, a comprehensive treatment of inverseproblems arising in the oil and gas industry is provided. The second part of this volume focuses on the application of PDE-constrained optimization, including problems in optimal control, optimal design, and inverse problems, among other topics.
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Specificații

ISBN-13: 9781493986354
ISBN-10: 149398635X
Pagini: 384
Ilustrații: X, 434 p. 84 illus., 72 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.8 kg
Ediția:1st ed. 2018
Editura: Springer
Colecția Springer
Seria The IMA Volumes in Mathematics and its Applications

Locul publicării:New York, NY, United States

Cuprins

Part I: PDE-Constrained Optimization - Tutorials.- A Brief Introduction to PDE Constrained Optimization.- Optimization of PDEs with Uncertain Inputs.- Inexact Trust-Region Methods for PDE-Constrained Optimization.- Numerical Optimization Methods for the Optimal Control of Elliptic Inequalities.- Introduction to PDE-Constrained Optimization in the Oil and Gas Industry.- An Extreme-Scale PDE-Constrained Optimization Problem.- Part II: PDE-Constrained Optimization - Applications.- Energetically Optimal Flapping Wing Motions via Adjoint-Based Optimization and High-Order Discretizations.- Optimization of a Fractional Differential Equation.- Sensitivity-Based Topology and Shape Optimization with Electric Motors.- Distributed Parameter Estimation for the Time-Dependent Radiative Transfer Equation.- On the Use of Optimal Transport Distances for a PDE-Constrained Optimization Problem in Seismic Imaging.- Exploiting Sparsity in Solving PDE-Constrained Inverse Problems: Application to SubsurfaceFlow Model Calibration.

Recenzii

“I am deeply impressed by the quality of the contributions both from the mathematical and also from the applications side. I highly recommend this book to newcomers in the field and also to experts who want to broaden their expertise in other directions.” (Ekkehard Sachs, SIAM Review, Vol. 61 (4), December, 2019)

Textul de pe ultima copertă

This volume provides a broad and uniform introduction of PDE-constrained optimization as well as to document a number of interesting and challenging applications. Many science and engineering applications necessitate the solution of optimization problems constrained by physical laws that are described by systems of partial differential equations (PDEs)​. As a result, PDE-constrained optimization problems arise in a variety of disciplines including geophysics, earth and climate science, material science, chemical and mechanical engineering, medical imaging and physics.  
This volume is divided into two parts. The first part provides a comprehensive treatment of PDE-constrained optimization including discussions of problems constrained by PDEs with uncertain inputs and problems constrained by variational inequalities. We place special emphasis on algorithm development and numerical computation.
The second part of this volume focuses on the application of PDE-constrained optimization including problems in optimal control, optimal design and inverse problems, which includes a comprehensive treatment of inverse problems arising in the oil and gas industry, among other topics.


Caracteristici

Provides a comprehensive treatment to inverse problems, in particular, problems arising in the oil and gas industries Includes tutorials targeted towards graduate students and early career researchers who are interested in getting into the field Contains contributions from invited speakers which include the entire spectrum of problems arising in PDE-constrained optimization