书目名称 | Numerical PDE-Constrained Optimization |
编辑 | Juan Carlos De los Reyes |
视频video | |
概述 | Clear exposition of first and second order optimality conditions for PDE-constrained optimization problems.Careful and accessible presentation of optimization methods for solving PDE-constrained optim |
丛书名称 | SpringerBriefs in Optimization |
图书封面 |  |
描述 | This book introduces, in an accessible way, the basic elements of Numerical PDE-Constrained Optimization, from the derivation of optimality conditions to the design of solution algorithms. Numerical optimization methods in function-spaces and their application to PDE-constrained problems are carefully presented. The developed results are illustrated with several examples, including linear and nonlinear ones. In addition, MATLAB codes, for representative problems, are included. Furthermore, recent results in the emerging field of nonsmooth numerical PDE constrained optimization are also covered. The book provides an overview on the derivation of optimality conditions and on some solution algorithms for problems involving bound constraints, state-constraints, sparse cost functionals and variational inequality constraints. |
出版日期 | Book 2015 |
关键词 | Numerical optimization; Optimal control; Optimality conditions; Optimization methods; PDE-constrained op |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-13395-9 |
isbn_softcover | 978-3-319-13394-2 |
isbn_ebook | 978-3-319-13395-9Series ISSN 2190-8354 Series E-ISSN 2191-575X |
issn_series | 2190-8354 |
copyright | The Author(s) 2015 |