BayesianMinimizationObject
BayesianMinimizationObject […]
represents the result of a Bayesian minimization process.
Details and Options
- BayesianMinimizationObject […] is the result generated by BayesianMinimization […].
- BayesianMinimizationObject […][prop] gives the property prop of the Bayesian minimization object.
- BayesianMinimizationObject […][{prop1,prop2, …}] gives the list of properties {prop1,prop2,…}.
- Possible properties for minimization of a function f include:
-
"EvaluationHistory" configurations and values explored during minimization"Method" method used for Bayesian minimization"MinimumConfiguration" configuration found that minimizes the result from f"MinimumValue" estimated minimum value obtained from f"NextConfiguration" configuration to sample next if minimization were continued"ObjectiveFunction" original function f being minimized"PredictorFunction" best prediction model found for the function f"Properties" list of all available properties
Examples
Basic Examples (1)
Minimize a function over an interval region via BayesianMinimization to create a BayesianMinimizationObject […]:
Use the BayesianMinimizationObject […] to find the available properties:
Get the estimated minimum configuration:
Get the estimated minimum value:
Get the list of configurations and function values explored during the minimization:
Get information about the method used to explore configurations:
Get the current probabilistic model of the function (this is a PredictorFunction ):
Find the best configuration to explore next according to the model:
Get information about a list of properties simultaneously:
Visualize how well the function is modeled, particularly near the minimum:
Related Guides
History
Text
Wolfram Research (2016), BayesianMinimizationObject, Wolfram Language function, https://reference.wolfram.com/language/ref/BayesianMinimizationObject.html.
CMS
Wolfram Language. 2016. "BayesianMinimizationObject." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/ref/BayesianMinimizationObject.html.
APA
Wolfram Language. (2016). BayesianMinimizationObject. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/BayesianMinimizationObject.html
BibTeX
@misc{reference.wolfram_2025_bayesianminimizationobject, author="Wolfram Research", title="{BayesianMinimizationObject}", year="2016", howpublished="\url{https://reference.wolfram.com/language/ref/BayesianMinimizationObject.html}", note=[Accessed: 08-April-2025 ]}
BibLaTeX
@online{reference.wolfram_2025_bayesianminimizationobject, organization={Wolfram Research}, title={BayesianMinimizationObject}, year={2016}, url={https://reference.wolfram.com/language/ref/BayesianMinimizationObject.html}, note=[Accessed: 08-April-2025 ]}