Dakota Alternatives
Dakota
The Dakota toolkit provides a flexible and extensible interface between simulation codes and iterative analysis methods. Dakota contains algorithms for optimization with gradient and non gradient-based methods; uncertainty quantification with sampling, reliability, and stochastic expansion methods; parameter estimation with nonlinear least squares methods; and sensitivity/variance analysis with design of experiments and parameter study methods. These capabilities may be used on their own or as components within advanced strategies such as surrogate based optimization, mixed integer nonlinear programming, or optimization under uncertainty. By employing object-oriented design to implement abstractions of the key components required for iterative systems analyses, the Dakota toolkit provides a flexible and extensible problem-solving environment for design and performance
analysis of computational models on high performance computers.
Best Free Dakota Alternatives
Are you looking for alternatives to Dakota? Please see our top picks. In this article, we provide the list of some Dakota alternatives that will work on Windows and other platforms.
R (programming language)
FreeOpen SourceMacWindowsLinuxBSDR is a free software environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at...
Features:
- Automatic data loading
- Data Mining
RStudio
FreeOpen SourceMacWindowsLinuxXfceRStudio™ is an integrated development environment (IDE) for R. RStudio combines an intuitive user interface with powerful coding tools to help you get the most out of R....
Features:
- Code completion
- Embedded debugger
- IDE
- Session management
- Syntax Highlighting
RKWard
FreeOpen SourceMacWindowsLinuxRKWard is an easy to use, transparent frontend to the R programming language, a very powerful, yet hard-to-get-into scripting-language with a strong focus on statistic...
Chemoface
FreeWindowsChemoface is a novel free user-friendly interface for chemometrics. Chemoface comprises modules that can solve problems related to experimental design, pattern...
R AnalyticFlow
FreeMacWindowsLinuxR AnalyticFlow is a data analysis software that utilizes the R environment for statistical computing. In addition to intuitive user interface, it also provides advanced...
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