Wednesday, 16:15 - 16:40 h, Room: H 1058

 

Eric Phipps
Support embedded algorithms through template-based generic programming

Coauthors: Roger Pawlowski, Andy Salinger

 

Abstract:
We describe a framework for incorporating embedded analysis algorithms, such as derivative-based optimization and uncertainty quantification, in large-scale simulation codes using template-based generic programming. The framework is based on standard C++ language constructs such as templating, operator overloading, expression templates, and template metaprogramming, and enables the incorporation of advanced algorithms with a minimum of programmer effort. In this talk we describe the overall approach, several software tools implementing the approach in the Trilinos solver framework, and examples demonstrating the usefulness of the approach applied to optimization and uncertainty quantification of large-scale PDE-based simulations.

 

Talk 3 of the invited session Wed.3.H 1058
"Software for large-scale optimization" [...]
Cluster 10
"Implementations & software" [...]

 

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