Frontiers in PDE-Constrained Optimization

Frontiers in PDE-Constrained Optimization

  • Harbir Antil
  • Drew P. Kouri
  • Martin-D. Lacasse
  • Denis Ridzal
Publisher:SpringerISBN 13: 9781493986361ISBN 10: 1493986368

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Frontiers in PDE-Constrained Optimization is written by Harbir Antil and published by Springer. It's available with International Standard Book Number or ISBN identification 1493986368 (ISBN 10) and 9781493986361 (ISBN 13).

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 inverse problems 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.