Index

A

Ackley (class in globe.benchmarks.multimodal.ackley)

AdaLIPO_P (class in globe.optimizers.decision.AdaLIPO_P) AdaRankOpt (class in globe.optimizers.decision.AdaRankOpt)

B

BayesOpt (class in globe.optimizers.misc.BayesOpt)

Bentcigar (class in globe.benchmarks.unimodal.bentcigar)

C

CBO (class in globe.optimizers.particles.CBO) CMA_ES (class in globe.optimizers.misc.CMA_ES)

competitive_ratio() (globe.globe.GLOBe method) CRS (class in globe.optimizers.misc.CRS)

D

Deb (class in globe.benchmarks.multimodal.deb)

Direct (class in globe.optimizers.misc.Direct) Dixonprice (class in globe.benchmarks.unimodal.dixonprice)

E

ECP (class in globe.optimizers.decision.ECP) expr() (globe.benchmarks.multimodal.ackley.Ackley method) (globe.benchmarks.multimodal.deb.Deb method) (globe.benchmarks.multimodal.griewank.Griewank method) (globe.benchmarks.multimodal.langermann.Langermann method) (globe.benchmarks.multimodal.levy.Levy method) (globe.benchmarks.multimodal.michalewicz.Michalewicz method) (globe.benchmarks.multimodal.pygkls.PyGKLS method) (globe.benchmarks.multimodal.rastrigin.Rastrigin method) (globe.benchmarks.multimodal.schwefel.Schwefel method) (globe.benchmarks.multimodal.styblinskitang.Styblinskitang method) (globe.benchmarks.unimodal.bentcigar.Bentcigar method) (globe.benchmarks.unimodal.dixonprice.Dixonprice method) (globe.benchmarks.unimodal.hyperellipsoid.Hyperellipsoid method) (globe.benchmarks.unimodal.rosenbrock.Rosenbrock method) (globe.benchmarks.unimodal.square.Square method) (globe.benchmarks.unimodal.sumpow.Sumpow method) (globe.benchmarks.unimodal.trid.Trid method) (globe.benchmarks.unimodal.zakharov.Zakharov method)

F

f_target (class in globe.metrics.f_target)

Full_Noise (class in globe.optimizers.particles.Full_Noise)

G

GCN_CBO (class in globe.optimizers.particles.common_noise.GCN.GCN_CBO) GCN_Langevin (class in globe.optimizers.particles.common_noise.GCN.GCN_Langevin) GCN_MSGD (class in globe.optimizers.particles.common_noise.GCN.GCN_MSGD) GCN_PSO (class in globe.optimizers.particles.common_noise.GCN.GCN_PSO) GCN_SBS (class in globe.optimizers.particles.common_noise.GCN.GCN_SBS) GD (class in globe.optimizers.misc.GD) GLOBe (class in globe.globe) globe.benchmarks.multimodal.ackley module globe.benchmarks.multimodal.deb module globe.benchmarks.multimodal.griewank module globe.benchmarks.multimodal.langermann module globe.benchmarks.multimodal.levy module globe.benchmarks.multimodal.michalewicz module globe.benchmarks.multimodal.pygkls module globe.benchmarks.multimodal.rastrigin module globe.benchmarks.multimodal.schwefel module globe.benchmarks.multimodal.styblinskitang module globe.benchmarks.unimodal.bentcigar module globe.benchmarks.unimodal.dixonprice module globe.benchmarks.unimodal.hyperellipsoid module globe.benchmarks.unimodal.rosenbrock module globe.benchmarks.unimodal.square module globe.benchmarks.unimodal.sumpow module globe.benchmarks.unimodal.trid module globe.benchmarks.unimodal.zakharov module globe.globe module globe.metrics.f_target module globe.metrics.proportion module globe.optimizers.decision.AdaLIPO_P module globe.optimizers.decision.AdaRankOpt module

globe.optimizers.decision.ECP module globe.optimizers.misc.BayesOpt module globe.optimizers.misc.CMA_ES module globe.optimizers.misc.CRS module globe.optimizers.misc.Direct module globe.optimizers.misc.GD module globe.optimizers.misc.MLSL module globe.optimizers.misc.PRS module globe.optimizers.particles.CBO module globe.optimizers.particles.common_noise.GCN.GCN_CBO module globe.optimizers.particles.common_noise.GCN.GCN_Langevin module globe.optimizers.particles.common_noise.GCN.GCN_MSGD module globe.optimizers.particles.common_noise.GCN.GCN_PSO module globe.optimizers.particles.common_noise.GCN.GCN_SBS module globe.optimizers.particles.common_noise.SMD.SMD_CBO module globe.optimizers.particles.common_noise.SMD.SMD_Langevin module globe.optimizers.particles.common_noise.SMD.SMD_MSGD module globe.optimizers.particles.common_noise.SMD.SMD_PSO module globe.optimizers.particles.common_noise.SMD.SMD_SBS module globe.optimizers.particles.Full_Noise module globe.optimizers.particles.Langevin module globe.optimizers.particles.MSGD module globe.optimizers.particles.PSO module globe.optimizers.particles.SBS module gradient() (globe.benchmarks.multimodal.pygkls.PyGKLS method) (globe.benchmarks.unimodal.square.Square method) Griewank (class in globe.benchmarks.multimodal.griewank)

H

Hyperellipsoid (class in globe.benchmarks.unimodal.hyperellipsoid)

L

Langermann (class in globe.benchmarks.multimodal.langermann)

Langevin (class in globe.optimizers.particles.Langevin) Levy (class in globe.benchmarks.multimodal.levy)

M

Michalewicz (class in globe.benchmarks.multimodal.michalewicz) minimize() (globe.optimizers.misc.BayesOpt.BayesOpt method) (globe.optimizers.misc.CRS.CRS method) (globe.optimizers.misc.Direct.Direct method) (globe.optimizers.misc.GD.GD method) (globe.optimizers.misc.MLSL.MLSL method) (globe.optimizers.particles.Full_Noise.Full_Noise method) MLSL (class in globe.optimizers.misc.MLSL) module globe.benchmarks.multimodal.ackley globe.benchmarks.multimodal.deb globe.benchmarks.multimodal.griewank globe.benchmarks.multimodal.langermann globe.benchmarks.multimodal.levy globe.benchmarks.multimodal.michalewicz globe.benchmarks.multimodal.pygkls globe.benchmarks.multimodal.rastrigin globe.benchmarks.multimodal.schwefel globe.benchmarks.multimodal.styblinskitang globe.benchmarks.unimodal.bentcigar globe.benchmarks.unimodal.dixonprice globe.benchmarks.unimodal.hyperellipsoid globe.benchmarks.unimodal.rosenbrock globe.benchmarks.unimodal.square globe.benchmarks.unimodal.sumpow globe.benchmarks.unimodal.trid globe.benchmarks.unimodal.zakharov globe.globe globe.metrics.f_target globe.metrics.proportion globe.optimizers.decision.AdaLIPO_P globe.optimizers.decision.AdaRankOpt globe.optimizers.decision.ECP globe.optimizers.misc.BayesOpt globe.optimizers.misc.CMA_ES globe.optimizers.misc.CRS globe.optimizers.misc.Direct globe.optimizers.misc.GD globe.optimizers.misc.MLSL globe.optimizers.misc.PRS globe.optimizers.particles.CBO globe.optimizers.particles.common_noise.GCN.GCN_CBO globe.optimizers.particles.common_noise.GCN.GCN_Langevin globe.optimizers.particles.common_noise.GCN.GCN_MSGD globe.optimizers.particles.common_noise.GCN.GCN_PSO globe.optimizers.particles.common_noise.GCN.GCN_SBS globe.optimizers.particles.common_noise.SMD.SMD_CBO globe.optimizers.particles.common_noise.SMD.SMD_Langevin globe.optimizers.particles.common_noise.SMD.SMD_MSGD globe.optimizers.particles.common_noise.SMD.SMD_PSO globe.optimizers.particles.common_noise.SMD.SMD_SBS globe.optimizers.particles.Full_Noise globe.optimizers.particles.Langevin globe.optimizers.particles.MSGD globe.optimizers.particles.PSO globe.optimizers.particles.SBS

MSGD (class in globe.optimizers.particles.MSGD)

P

parse_benchmark() (globe.globe.GLOBe method) parse_metric() (globe.globe.GLOBe method) parse_optimizer() (globe.globe.GLOBe method)

Proportion (class in globe.metrics.proportion) PRS (class in globe.optimizers.misc.PRS) PSO (class in globe.optimizers.particles.PSO) PyGKLS (class in globe.benchmarks.multimodal.pygkls)

R

Rastrigin (class in globe.benchmarks.multimodal.rastrigin)

Rosenbrock (class in globe.benchmarks.unimodal.rosenbrock) run() (globe.globe.GLOBe method)

S

SBS (class in globe.optimizers.particles.SBS) Schwefel (class in globe.benchmarks.multimodal.schwefel) set_stop_criterion() (globe.optimizers.misc.BayesOpt.BayesOpt method) (globe.optimizers.misc.CRS.CRS method) (globe.optimizers.misc.Direct.Direct method) (globe.optimizers.misc.MLSL.MLSL method) SMD_CBO (class in globe.optimizers.particles.common_noise.SMD.SMD_CBO)

SMD_Langevin (class in globe.optimizers.particles.common_noise.SMD.SMD_Langevin) SMD_MSGD (class in globe.optimizers.particles.common_noise.SMD.SMD_MSGD) SMD_PSO (class in globe.optimizers.particles.common_noise.SMD.SMD_PSO) SMD_SBS (class in globe.optimizers.particles.common_noise.SMD.SMD_SBS) Square (class in globe.benchmarks.unimodal.square) Styblinskitang (class in globe.benchmarks.multimodal.styblinskitang) Sumpow (class in globe.benchmarks.unimodal.sumpow)

T

transform_bounds() (globe.optimizers.misc.BayesOpt.BayesOpt static method)

transform_function() (globe.optimizers.misc.BayesOpt.BayesOpt static method) Trid (class in globe.benchmarks.unimodal.trid)

Z

Zakharov (class in globe.benchmarks.unimodal.zakharov)