Numerical PDE-Constrained Optimization (SpringerBriefs in Optimization) - Softcover

Book 24 of 43: SpringerBriefs in Optimization

De Los Reyes, Juan Carlos

 
9783319133942: Numerical PDE-Constrained Optimization (SpringerBriefs in Optimization)
Softcover
ISBN 10: 3319133942 ISBN 13: 9783319133942
Publisher: Springer, 2015

Synopsis

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.

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About the Author

Juan Carlos De los Reyes is Director of the Ecuadorian Research Center on Mathematical Modelling (MODEMAT), and Professor of Optimization and Control at Escuela Politécnica Nacional Quito.

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Publisher
Springer
Publication date
2015
Language
English
ISBN 10 
3319133942
ISBN 13 
9783319133942
Binding
Paperback
Number of pages
133

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9783319133966: Numerical PDE-Constrained Optimization

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ISBN 10:  3319133969 ISBN 13:  9783319133966
Publisher: Springer, 2015
Softcover