书目名称 | Frontiers in PDE-Constrained Optimization |
编辑 | Harbir Antil,Drew P. Kouri,Denis Ridzal |
视频video | |
概述 | 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 |
丛书名称 | The IMA Volumes in Mathematics and its Applications |
图书封面 |  |
描述 | .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 topi |
出版日期 | Book 2018 |
关键词 | PDE Constrained Optimization; Optimal Control of PDEs; Trust Region Methods; Shape Optimization; Sparsit |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4939-8636-1 |
isbn_softcover | 978-1-4939-9349-9 |
isbn_ebook | 978-1-4939-8636-1Series ISSN 0940-6573 Series E-ISSN 2198-3224 |
issn_series | 0940-6573 |
copyright | National Technology & Engineering Solutions of Sandia, LLC. Under the terms of Contract DE-NA000352 |