Best Dakota Alternatives (21)
Looking for a Dakota alternative? We've compiled the best options based on user reviews, features, and pricing to help you find the right fit.
What is Dakota? Dakota is an open-source software for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. It interfaces with simulation codes written in C, C++, Fortran, Python, and MATLAB.
Top Alternatives to Dakota
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The R Commander
Open SourceThe R Commander is a basic-statistics graphical user interface for R, a free software environment for statistical computing and graphics. …
R AnalyticFlow
Open SourceR AnalyticFlow is an open-source data science platform for R that allows you to create reusable analysis flows and deploy …
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Dakota Overview
Dakota (Design Analysis Kit for Optimization and Terascale Applications) is an extensible open-source software for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis. It interfaces with simulation codes written in C, C++, Fortran, Python, and MATLAB.Some key capabilities of Dakota include:Optimization with gradient and non-gradient-based methods, heuristic techniques, hybrid methods, and surrogate-based optimizationUncertainty quantification with sampling, reliability, stochastic expansion, and epistemic methodsParameter estimation using nonlinear least squares methodsSensitivity analysis with design of experiments and parameter study methodsDakota is developed …
Pricing: Open Source
Quick Comparison
| Software | Pricing | Score |
|---|---|---|
| Dakota | Open Source | — |
| R (programming language) | Free | 22 |
| Minitab | N/A | — |
| The R Commander | Open Source | — |
| RKWard | Free | — |
| SAS JMP | N/A | — |
| Chemoface | Open Source | — |
| RStudio | Open Source | — |
| R AnalyticFlow | Open Source | — |
| Develve | N/A | — |