A modular system of algorithms for unconstrained minimization
ACM Transactions on Mathematical Software (TOMS)
Qualitative and quantitative experiment design for phenomenological models—a survey
Automatica (Journal of IFAC)
Algorithm 738: a software package for unconstrained optimization using tensor methods
ACM Transactions on Mathematical Software (TOMS)
Computers in Physics
Evolutionary algorithms in theory and practice: evolution strategies, evolutionary programming, genetic algorithms
Algorithms and design for a second-order automatic differentiation module
ISSAC '97 Proceedings of the 1997 international symposium on Symbolic and algebraic computation
ACM Transactions on Mathematical Software (TOMS)
Efficient management of parallelism in object-oriented numerical software libraries
Modern software tools for scientific computing
ADIC: an extensible automatic differentiation tool for ANSI-C
Software—Practice & Experience
Algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound-constrained optimization
ACM Transactions on Mathematical Software (TOMS)
An SQP method for general nonlinear programs using only equality constrained subproblems
Mathematical Programming: Series A and B
LAPACK Users' guide (third ed.)
LAPACK Users' guide (third ed.)
IMPACT of Computing in Science and Engineering
NEOS and Condor: solving optimization problems over the Internet
ACM Transactions on Mathematical Software (TOMS)
The PORT Mathematical Subroutine Library
ACM Transactions on Mathematical Software (TOMS)
An Adaptive Nonlinear Least-Squares Algorithm
ACM Transactions on Mathematical Software (TOMS)
Algorithm 573: NL2SOL—An Adaptive Nonlinear Least-Squares Algorithm [E4]
ACM Transactions on Mathematical Software (TOMS)
Algorithm 611: Subroutines for Unconstrained Minimization Using a Model/Trust-Region Approach
ACM Transactions on Mathematical Software (TOMS)
A case study in the performance and scalability of optimization algorithms
ACM Transactions on Mathematical Software (TOMS)
SNOPT: An SQP Algorithm for Large-Scale Constrained Optimization
SIAM Journal on Optimization
iNEOS: an interactive environment for nonlinear optimization
Applied Numerical Mathematics - Applied and computational mathematics: Selected papers of the third panamerican workshop Trujillo, Peru, 24-28 April 2000
Adifor 2.0: Automatic Differentiation of Fortran 77 Programs
IEEE Computational Science & Engineering
IEEE Computational Science & Engineering
Automated scientific software scripting with SWIG
Future Generation Computer Systems - Tools for program development and analysis
Solving large-scale optimization problems with EFCOSS
Advances in Engineering Software
Mathematical Programming: Series A and B
An efficient overloaded implementation of forward mode automatic differentiation in MATLAB
ACM Transactions on Mathematical Software (TOMS)
An interactive environment for supporting the transition from simulation to optimization
Scientific Programming - POOSC '01 Workshop
SWIG: an easy to use tool for integrating scripting languages with C and C++
TCLTK'96 Proceedings of the 4th conference on USENIX Tcl/Tk Workshop, 1996 - Volume 4
Evaluation of a computer model for wavy falling films using EFCOSS
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartII
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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.