Constrained optimization and optimal control for partial differential equations

Günther Leugering, Michael Ulbrich, Stefan Ulbrich, Andreas Griewank, Volker Schulz, Rolf Rannacher, Michael Hinze, Sebastian Engell

Research output: Book/ReportBookpeer-review

13 Scopus citations

Abstract

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.

Original languageEnglish
PublisherSpringer Basel
Number of pages622
ISBN (Electronic)9783034801331
ISBN (Print)9783034801324
DOIs
StatePublished - 1 Jan 2012

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