blackboxopt package

Submodules

• blackboxopt.acquisition module
  • AcquisitionFunction
    • AcquisitionFunction.acquire()
  • CoordinatePerturbationOverNondominated
    • CoordinatePerturbationOverNondominated.acquisitionFunc
    • CoordinatePerturbationOverNondominated.acquire()
  • EndPointsParetoFront
    • EndPointsParetoFront.optimizer
    • EndPointsParetoFront.tol
    • EndPointsParetoFront.acquire()
  • GosacSample
    • GosacSample.fun
    • GosacSample.optimizer
    • GosacSample.tol
    • GosacSample.acquire()
  • MaximizeEI
    • MaximizeEI.sampler
    • MaximizeEI.avoid_clusters
    • MaximizeEI.acquire()
  • MinimizeMOSurrogate
    • MinimizeMOSurrogate.mooptimizer
    • MinimizeMOSurrogate.tol
    • MinimizeMOSurrogate.acquire()
  • MinimizeSurrogate
    • MinimizeSurrogate.sampler
    • MinimizeSurrogate.tol
    • MinimizeSurrogate.acquire()
  • ParetoFront
    • ParetoFront.mooptimizer
    • ParetoFront.oldTV
    • ParetoFront.acquire()
    • ParetoFront.pareto_front_target()
  • TargetValueAcquisition
    • TargetValueAcquisition.optimizer
    • TargetValueAcquisition.tol
    • TargetValueAcquisition.cycleLength
    • TargetValueAcquisition._cycle
    • TargetValueAcquisition.acquire()
    • TargetValueAcquisition.bumpiness_measure()
    • TargetValueAcquisition.mu_measure()
  • WeightedAcquisition
    • WeightedAcquisition._neval
    • WeightedAcquisition.sampler
    • WeightedAcquisition.weightpattern
    • WeightedAcquisition.reltol
    • WeightedAcquisition.maxeval
    • WeightedAcquisition.acquire()
    • WeightedAcquisition.argminscore()
    • WeightedAcquisition.minimize_weightedavg_fx_distx()
    • WeightedAcquisition.tol()
  • expected_improvement()
  • find_pareto_front()
• blackboxopt.gp module
  • GaussianProcess
    • GaussianProcess.maxiterLBFGS
    • GaussianProcess.scaler
    • GaussianProcess.__call__()
    • GaussianProcess.check_initial_design()
    • GaussianProcess.eval_kernel()
    • GaussianProcess.get_iindex()
    • GaussianProcess.min_design_space_size()
    • GaussianProcess.ntrain()
    • GaussianProcess.update()
    • GaussianProcess.xtrain()
    • GaussianProcess.ytrain()
• blackboxopt.optimize module
  • OptimizeResult
    • OptimizeResult.fsample
    • OptimizeResult.fx
    • OptimizeResult.init()
    • OptimizeResult.init_best_values()
    • OptimizeResult.nfev
    • OptimizeResult.nit
    • OptimizeResult.sample
    • OptimizeResult.x
  • bayesian_optimization()
  • cptv()
  • cptvl()
  • dycors()
  • gosac()
  • initialize_moo_surrogate()
  • initialize_surrogate_constraints()
  • multistart_msrs()
  • socemo()
  • surrogate_optimization()
• blackboxopt.problem module
  • BBOptDuplicateElimination
    • BBOptDuplicateElimination.calc_dist()
  • MultiobjSurrogateProblem
    • MultiobjSurrogateProblem.surrogateModels
  • MultiobjTVProblem
    • MultiobjTVProblem.surrogateModels
    • MultiobjTVProblem.tau
  • ProblemNoConstraint
    • ProblemNoConstraint.objfunc
  • ProblemWithConstraint
    • ProblemWithConstraint.objfunc
    • ProblemWithConstraint.gfunc
• blackboxopt.rbf module
  • MedianLpfFilter
    • MedianLpfFilter.__call__()
  • RbfFilter
    • RbfFilter.__call__()
  • RbfKernel
    • RbfKernel.CUBIC
    • RbfKernel.LINEAR
    • RbfKernel.THINPLATE
  • RbfModel
    • RbfModel.kernel
    • RbfModel.iindex
    • RbfModel.filter
    • RbfModel.__call__()
    • RbfModel.check_initial_design()
    • RbfModel.create_initial_design()
    • RbfModel.ddpbasis()
    • RbfModel.ddphi()
    • RbfModel.dim()
    • RbfModel.dpbasis()
    • RbfModel.dphi()
    • RbfModel.dphiOverR()
    • RbfModel.get_RBFmatrix()
    • RbfModel.get_iindex()
    • RbfModel.get_matrixP()
    • RbfModel.hessp()
    • RbfModel.jac()
    • RbfModel.min_design_space_size()
    • RbfModel.ntrain()
    • RbfModel.pbasis()
    • RbfModel.pdim()
    • RbfModel.phi()
    • RbfModel.reserve()
    • RbfModel.reset()
    • RbfModel.sample()
    • RbfModel.update()
    • RbfModel.update_coefficients()
    • RbfModel.update_xtrain()
    • RbfModel.xtrain()
    • RbfModel.ytrain()
• blackboxopt.sampling module
  • Mitchel91Sampler
    • Mitchel91Sampler.maxCand
    • Mitchel91Sampler.scale
    • Mitchel91Sampler.get_mitchel91_sample()
    • Mitchel91Sampler.get_sample()
  • NormalSampler
    • NormalSampler.sigma
    • NormalSampler.sigma_min
    • NormalSampler.sigma_max
    • NormalSampler.get_dds_sample()
    • NormalSampler.get_diameter()
    • NormalSampler.get_normal_sample()
    • NormalSampler.get_sample()
  • Sampler
    • Sampler.n
    • Sampler.strategy
    • Sampler.get_diameter()
    • Sampler.get_sample()
    • Sampler.get_slhd_sample()
    • Sampler.get_uniform_sample()
  • SamplingStrategy
    • SamplingStrategy.DDS
    • SamplingStrategy.DDS_UNIFORM
    • SamplingStrategy.MITCHEL91
    • SamplingStrategy.NORMAL
    • SamplingStrategy.SLHD
    • SamplingStrategy.UNIFORM

Module contents

Black-Box Optimization Library