BayesianMaximizationObject
BayesianMaximizationObject […]
represents the result of a Bayesian maximization process.
Details and Options
- BayesianMaximizationObject […] is the result generated by BayesianMaximization […].
- BayesianMaximizationObject […][prop] gives the property prop of the Bayesian maximization object.
- BayesianMaximizationObject […][{prop1,prop2,…}] gives the list of properties {prop1,prop2,…}.
- Possible properties for the minimization of a function f include:
-
"EvaluationHistory" configurations and values explored during maximization"MaximumConfiguration" configuration found that maximizes the result from f"MaximumValue" estimated maximum value obtained from f"Method" method used for Bayesian maximization"NextConfiguration" configuration to sample next if maximization were continued"ObjectiveFunction" original function f being maximized"PredictorFunction" best prediction model found for the function f"Properties" list of all available properties
Examples
Basic Examples (1)
Maximize a function over an interval region via BayesianMaximization to create a BayesianMaximizationObject […]:
Use the BayesianMaximizationObject […] to find the available properties:
Get the estimated maximum configuration:
Get the estimated maximum value:
Get the list of configurations and function values explored during the maximization:
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 maximum:
Related Guides
History
Text
Wolfram Research (2016), BayesianMaximizationObject, Wolfram Language function, https://reference.wolfram.com/language/ref/BayesianMaximizationObject.html.
CMS
Wolfram Language. 2016. "BayesianMaximizationObject." Wolfram Language & System Documentation Center. Wolfram Research. https://reference.wolfram.com/language/ref/BayesianMaximizationObject.html.
APA
Wolfram Language. (2016). BayesianMaximizationObject. Wolfram Language & System Documentation Center. Retrieved from https://reference.wolfram.com/language/ref/BayesianMaximizationObject.html
BibTeX
@misc{reference.wolfram_2025_bayesianmaximizationobject, author="Wolfram Research", title="{BayesianMaximizationObject}", year="2016", howpublished="\url{https://reference.wolfram.com/language/ref/BayesianMaximizationObject.html}", note=[Accessed: 12-April-2025 ]}
BibLaTeX
@online{reference.wolfram_2025_bayesianmaximizationobject, organization={Wolfram Research}, title={BayesianMaximizationObject}, year={2016}, url={https://reference.wolfram.com/language/ref/BayesianMaximizationObject.html}, note=[Accessed: 12-April-2025 ]}