Sundance: High-Level Software for PDE-Constrained Optimization

Sundance: High-Level Software for PDE-Constrained Optimization

Sundance is a package in the Trilinos suite designed to provide high-level components for the development of high-performance PDE simulators with built-in capabilities for PDE-constrained optimization. We review the implications of PDE-constrained optimization on simulator design requirements, then...

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Veröffentlicht in:Scientific programming 2012-01, Vol.20 (3), p.293-310
Hauptverfasser: Long, Kevin, Boggs, Paul T, van Bloemen Waanders, Bart G
Format: Artikel
Sprache:eng
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Computer programs
Inverse problems
Optimization
Packages
Partial differential equations
Programming
Simulators
Software
Specifications
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container_end_page 310
container_issue 3
container_start_page 293
container_title Scientific programming
container_volume 20
creator Long, Kevin
Boggs, Paul T
van Bloemen Waanders, Bart G
description Sundance is a package in the Trilinos suite designed to provide high-level components for the development of high-performance PDE simulators with built-in capabilities for PDE-constrained optimization. We review the implications of PDE-constrained optimization on simulator design requirements, then survey the architecture of the Sundance problem specification components. These components allow immediate extension of a forward simulator for use in an optimization context. We show examples of the use of these components to develop full-space and reduced-space codes for linear and nonlinear PDE-constrained inverse problems.
doi_str_mv 10.1155/2012/380908
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source Wiley-Blackwell Open Access Titles; EZB-FREE-00999 freely available EZB journals; Alma/SFX Local Collection
subjects Computer programs
Inverse problems
Optimization
Packages
Partial differential equations
Programming
Simulators
Software
Specifications
title Sundance: High-Level Software for PDE-Constrained Optimization
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