Statements (28)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:appliesTo |
optimization
risk analysis Bayesian inference uncertainty quantification high-dimensional problems |
| https://www.w3.org/2000/01/rdf-schema#label |
Monte Carlo sampling
|
| gptkbp:inventedBy |
gptkb:John_von_Neumann
gptkb:Stanislaw_Ulam |
| gptkbp:namedAfter |
Monte Carlo Casino
|
| gptkbp:originatedIn |
1940s
|
| gptkbp:purpose |
approximate integrals
estimate numerical results solve complex problems |
| gptkbp:relatedTo |
gptkb:Monte_Carlo_method
gptkb:organization gptkb:simulation numerical integration random sampling |
| gptkbp:requires |
generator
|
| gptkbp:usedIn |
gptkb:machine_learning
gptkb:mathematics engineering finance physics statistics |
| gptkbp:bfsParent |
gptkb:Rao-Blackwellized_particle_filter
|
| gptkbp:bfsLayer |
6
|