TY - BOOK
T1 - Constrained optimization and optimal control for partial differential equations
AU - Leugering, Günther
AU - Ulbrich, Michael
AU - Ulbrich, Stefan
AU - Griewank, Andreas
AU - Schulz, Volker
AU - Rannacher, Rolf
AU - Hinze, Michael
AU - Engell, Sebastian
N1 - Publisher Copyright:
© Springer Basel AG 2012. All rights reserved.
PY - 2012/1/1
Y1 - 2012/1/1
N2 - This special volume focuses on optimization and control of processes governed by partial differential equations. The contributors are mostly participants of the DFG-priority program 1253: Optimization with PDE-constraints which is active since 2006. The book is organized in sections which cover almost the entire spectrum of modern research in this emerging field. Indeed, even though the field of optimal control and optimization for PDE-constrained problems has undergone a dramatic increase of interest during the last four decades, a full theory for nonlinear problems is still lacking. The contributions of this volume, some of which have the character of survey articles, therefore, aim at creating and developing further new ideas for optimization, control and corresponding numerical simulations of systems of possibly coupled nonlinear partial differential equations. The research conducted within this unique network of groups in more than fifteen German universities focuses on novel methods of optimization, control and identification for problems in infinite-dimensional spaces, shape and topology problems, model reduction and adaptivity, discretization concepts and important applications. Besides the theoretical interest, the most prominent question is about the effectiveness of model-based numerical optimization methods for PDEs versus a black-box approach that uses existing codes, often heuristic-based, for optimization.
AB - This special volume focuses on optimization and control of processes governed by partial differential equations. The contributors are mostly participants of the DFG-priority program 1253: Optimization with PDE-constraints which is active since 2006. The book is organized in sections which cover almost the entire spectrum of modern research in this emerging field. Indeed, even though the field of optimal control and optimization for PDE-constrained problems has undergone a dramatic increase of interest during the last four decades, a full theory for nonlinear problems is still lacking. The contributions of this volume, some of which have the character of survey articles, therefore, aim at creating and developing further new ideas for optimization, control and corresponding numerical simulations of systems of possibly coupled nonlinear partial differential equations. The research conducted within this unique network of groups in more than fifteen German universities focuses on novel methods of optimization, control and identification for problems in infinite-dimensional spaces, shape and topology problems, model reduction and adaptivity, discretization concepts and important applications. Besides the theoretical interest, the most prominent question is about the effectiveness of model-based numerical optimization methods for PDEs versus a black-box approach that uses existing codes, often heuristic-based, for optimization.
UR - http://www.scopus.com/inward/record.url?scp=85010262175&partnerID=8YFLogxK
U2 - 10.1007/978-3-0348-0133-1
DO - 10.1007/978-3-0348-0133-1
M3 - Book
AN - SCOPUS:85010262175
SN - 9783034801324
BT - Constrained optimization and optimal control for partial differential equations
PB - Springer Basel
ER -