Imprecise probability propagation Toolbox
The IPP toolbox is a collection of methods for the handling of imprecise probabilities.
Contains:
- Methods for constructing Dempster-Shafer structures (DSS) by different sampling strategies
- Propagation methods using deterministic and Monte-Carlo sampling. Supports Optimization Toolbox routines for solving nonlinear interval optimization problems.
- Input dependencies using Gaussian Copulas
- Aggregation rules: Dempster's rule & weighted mixing
- Uncertainty measures
- Sensitivity analysis
- Plotting and size-reduction techniques
For documentation, type "help file".
For getting started: type "dsexample"
Cite As
Philipp Limbourg (2024). Imprecise probability propagation Toolbox (https://www.mathworks.com/matlabcentral/fileexchange/9379-imprecise-probability-propagation-toolbox), MATLAB Central File Exchange. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
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- Control Systems > Control System Toolbox > Control System Design and Tuning > State-Space Control Design and Estimation > State Estimation >
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Aggregation/
Core/
Discretization/
Examples/
Measures/
Optimizers/
Plotting/
Sensitivity/
Version | Published | Release Notes | |
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1.0.0.0 | Enhanced speedup
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