Other packages > Find by keyword >

blackbox  

Black Box Optimization and Exploration of Parameter Space
View on CRAN: Click here


Download and install blackbox package within the R console
Install from CRAN:
install.packages("blackbox")

Install from Github:
library("remotes")
install_github("cran/blackbox")

Install by package version:
library("remotes")
install_version("blackbox", "1.1.46")



Attach the package and use:
library("blackbox")
Maintained by
François Rousset
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-04-14
Latest Update: 2023-12-08
Description:
Performs prediction of a response function from simulated response values, allowing black-box optimization of functions estimated with some error. Includes a simple user interface for such applications, as well as more specialized functions designed to be called by the Migraine software (Rousset and Leblois, 2012 ; Leblois et al., 2014 ; and see URL). The latter functions are used for prediction of likelihood surfaces and implied likelihood ratio confidence intervals, and for exploration of predictor space of the surface. Prediction of the response is based on ordinary Kriging (with residual error) of the input. Estimation of smoothing parameters is performed by generalized cross-validation.
How to cite:
François Rousset (2016). blackbox: Black Box Optimization and Exploration of Parameter Space. R package version 1.1.46, https://cran.r-project.org/web/packages/blackbox. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.8.1 (2016-07-10 15:39), 1.0.8 (2016-05-25 18:13), 1.0.18 (2017-02-03 00:21), 1.0 (2016-04-14 18:19), 1.1.0 (2017-07-07 07:47), 1.1.2 (2017-09-05 22:19), 1.1.7 (2017-11-03 13:17), 1.1.25 (2018-06-08 19:23), 1.1.27 (2019-08-20 19:00), 1.1.32 (2020-04-20 18:00), 1.1.43 (2023-05-03 09:30), 1.1.46 (2023-12-08 04:20)
Other packages that cited blackbox R package
View blackbox citation profile
Other R packages that blackbox depends, imports, suggests or enhances
Complete documentation for blackbox
Functions, R codes and Examples using the blackbox R package
Some associated functions: bboptim . blackbox-internal . blackbox . buildFONKgpointls . buildPointls . calc1DCIs . calc1Dprofiles . calcGCV . calcLRTs . calcPredictorOK . init_grid . islogscale . maximizeOK . options . prepareData . preprocessbboptions . sampleByResp . saveOldFile . writeFinalInfo . 
Some associated R codes: AUEformat.R . CKrigcoefs.R . Cpredict.R . Hreprrational.R . LRTfn.R . LowUpFromKnots.R . LowUpfn.R . OKrig.R . RAM_fns.R . RcppExports.R . addSimplexEq.R . addtoedges.R . blackbox.R . blackbox_internals.R . bounds1D.R . buildFONKgpointls.R . buildPointls.R . calc1DCIs.R . calc1Dprofiles.R . calc2D3Dplots.R . calcBounds1D.R . calcGCV.R . calcLRTs.R . calcPredictorOK.R . calcProfileLR.R . calcProfileOK.R . calcgridRelProfile.R . canonize.R . checklogicalbounds.R . condaxialS2fromg.R . constrOptimR.R . constrSymOrRefl.R . constrSymOrReflWrapper.R . conversionsFromCanon.R . coresWrapper.R . eps.R . euclidian.R . findReplicates.R . findglobalMLE.R . fitinbounds.R . formatName.R . from2Ns2Tocanon.R . fromFONKtoanyspace.R . fromFields.R . generateInitpts.R . generateNewPoints.R . generateNextpointsfromCI.R . generatePredictor.R . greedyMAXMINwithFixed.R . gridfn.R . groot.R . handlesPointAtEdge.R . init_grid.R . isPointInCHull.R . islogscale.R . isoline.R . knotsFromLRTlist.R . knotsFromProfileEdges.R . makeplot.R . makeplottypes.R . maketicks.R . mantissExp.R . massBarycenter.R . matchVertCons.R . maximizeOK.R . message.redef.R . messageNAMED.R . myprettyW.R . optimWrapper.R . overmessage.R . plot.Kriglistplus.R . plot.OKrig.R . plot.slice.R . predict.Kriglistplus.R . predict.OKrig.R . predict.surface.redef.R . prepareData.R . preprocessOKoptions.R . prettyNamedUserValues.R . prettyPlotMain.R . prettyUserValues.R . prettynum.R . print.OKrig.R . profile.R . profileFn.R . provideCovFnParams.R . provideDevice.R . providePlotFile.R . providefullhull.R . prune_by_dist.R . purefn.R . rawProfiles.R . redundant.addVeq.R . resetCHull.R . rhull.R . safeSurface.Krig.R . sampleByResp.R . savePredictor.R . scdd.addHline.R . selectFn.R . stop.redef.R . stripclosestpairs.R . stripclosestpairsWrapper.R . subHullWrapper.R . surface.OKrig.R . symmetricKnots.R . toUserValues.R . tofKpredict.nohull.R . tofullKrigingspace.R . userunit.R . verticesBarycenter.R . volTriangulation.R . volTriangulationWrapper.R . vrac.R . writeCleanNAMED.R . writeFinalInfo.R . writeoutput.R . zoomProfile.R .  Full blackbox package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA