Publication: EFCOSS: An Interactive Environment Facilitating Optimal Experimental Design
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EFCOSS: An Interactive Environment Facilitating Optimal Experimental Design

- Article in a journal -
 

Area
Optimization

Author(s)
A. Rasch , H. M. Bücker

Published in
ACM Transactions on Mathematical Software

Year
2010

Abstract
An interactive software environment is proposed that combines numerical simulation codes with optimization software packages in an automated and modular way. It simplifies the experimentation with varying objective functions for common optimization problems such as parameter estimation and optimal experimental design that are frequently encountered in computational science and engineering. The design philosophy takes into consideration the need for derivatives of potentially large-scale simulation codes via automatic differentiation as well as distributed computing in a heterogenous environment via CORBA.

BibTeX
@ARTICLE{
         Rasch2010EAI,
       author = "A. Rasch and H. M. B{\"u}cker",
       journal = "{ACM} Transactions on Mathematical Software",
       pages = "13:1--13:37",
       doi = "10.1145/1731022.1731023",
       abstract = "An interactive software environment is proposed that combines numerical simulation
         codes with optimization software packages in an automated and modular way. It simplifies the
         experimentation with varying objective functions for common optimization problems such as parameter
         estimation and optimal experimental design that are frequently encountered in computational science
         and engineering. The design philosophy takes into consideration the need for derivatives of
         potentially large-scale simulation codes via automatic differentiation as well as distributed
         computing in a heterogenous environment via CORBA.",
       title = "{EFCOSS}: {A}n Interactive Environment Facilitating Optimal Experimental Design",
       year = "2010",
       volume = "37",
       number = "2",
       ad_area = "Optimization"
}


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