pySOT
User Documentation
Quickstart
Surrogate optimization
Options
POAP
Logging
Source code
Changes
License
Contributors
pySOT
Docs
»
Index
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
K
|
L
|
M
|
O
|
P
|
R
|
S
|
T
|
U
|
W
|
Z
A
Ackley (class in pySOT.optimization_problems)
adapt_proposal() (pySOT.strategy.SurrogateBaseStrategy method)
add_points() (pySOT.surrogate.Surrogate method)
(pySOT.surrogate.SurrogateCapped method)
(pySOT.surrogate.SurrogateUnitBox method)
adjust_step() (pySOT.strategy.SRBFStrategy method)
auxiliary_problems (module)
B
Branin (class in pySOT.optimization_problems)
C
candidate_dycors() (in module pySOT.auxiliary_problems)
candidate_srbf() (in module pySOT.auxiliary_problems)
candidate_uniform() (in module pySOT.auxiliary_problems)
check_input() (pySOT.strategy.EIStrategy method)
(pySOT.strategy.LCBStrategy method)
(pySOT.strategy.SRBFStrategy method)
(pySOT.strategy.SurrogateBaseStrategy method)
check_opt_prob() (in module pySOT.utils)
CheckpointController (class in pySOT.controller)
ConstantTail (class in pySOT.surrogate)
controller (module)
CubicKernel (class in pySOT.surrogate)
D
deriv() (pySOT.surrogate.ConstantTail method)
(pySOT.surrogate.CubicKernel method)
(pySOT.surrogate.Kernel method)
(pySOT.surrogate.LinearKernel method)
(pySOT.surrogate.LinearTail method)
(pySOT.surrogate.TPSKernel method)
(pySOT.surrogate.Tail method)
DYCORSStrategy (class in pySOT.strategy)
E
ei_merit() (in module pySOT.auxiliary_problems)
EIStrategy (class in pySOT.strategy)
eval() (pySOT.optimization_problems.Ackley method)
(pySOT.optimization_problems.Branin method)
(pySOT.optimization_problems.Exponential method)
(pySOT.optimization_problems.GoldsteinPrice method)
(pySOT.optimization_problems.Griewank method)
(pySOT.optimization_problems.Hartman3 method)
(pySOT.optimization_problems.Hartman6 method)
(pySOT.optimization_problems.Himmelblau method)
(pySOT.optimization_problems.Levy method)
(pySOT.optimization_problems.Michalewicz method)
(pySOT.optimization_problems.OptimizationProblem method)
(pySOT.optimization_problems.Perm method)
(pySOT.optimization_problems.Rastrigin method)
(pySOT.optimization_problems.Rosenbrock method)
(pySOT.optimization_problems.Schwefel method)
(pySOT.optimization_problems.SixHumpCamel method)
(pySOT.optimization_problems.Sphere method)
(pySOT.optimization_problems.SumOfSquares method)
(pySOT.optimization_problems.Weierstrass method)
(pySOT.optimization_problems.Zakharov method)
(pySOT.surrogate.ConstantTail method)
(pySOT.surrogate.CubicKernel method)
(pySOT.surrogate.Kernel method)
(pySOT.surrogate.LinearKernel method)
(pySOT.surrogate.LinearTail method)
(pySOT.surrogate.TPSKernel method)
(pySOT.surrogate.Tail method)
expected_improvement_ga() (in module pySOT.auxiliary_problems)
expected_improvement_uniform() (in module pySOT.auxiliary_problems)
experimental_design (module)
ExperimentalDesign (class in pySOT.experimental_design)
Exponential (class in pySOT.optimization_problems)
F
from_unit_box() (in module pySOT.utils)
G
generate_evals() (pySOT.strategy.DYCORSStrategy method)
(pySOT.strategy.EIStrategy method)
(pySOT.strategy.LCBStrategy method)
(pySOT.strategy.SRBFStrategy method)
(pySOT.strategy.SurrogateBaseStrategy method)
generate_points() (pySOT.experimental_design.ExperimentalDesign method)
(pySOT.experimental_design.LatinHypercube method)
(pySOT.experimental_design.SymmetricLatinHypercube method)
(pySOT.experimental_design.TwoFactorial method)
GeneticAlgorithm (class in pySOT.utils)
get_weights() (pySOT.strategy.SRBFStrategy method)
GoldsteinPrice (class in pySOT.optimization_problems)
GPRegressor (class in pySOT.surrogate)
Griewank (class in pySOT.optimization_problems)
H
Hartman3 (class in pySOT.optimization_problems)
Hartman6 (class in pySOT.optimization_problems)
Himmelblau (class in pySOT.optimization_problems)
I
init_proposal() (pySOT.strategy.SurrogateBaseStrategy method)
K
Kernel (class in pySOT.surrogate)
L
LatinHypercube (class in pySOT.experimental_design)
lcb_merit() (in module pySOT.auxiliary_problems)
LCBStrategy (class in pySOT.strategy)
Levy (class in pySOT.optimization_problems)
LinearKernel (class in pySOT.surrogate)
LinearTail (class in pySOT.surrogate)
log_completion() (pySOT.strategy.SurrogateBaseStrategy method)
lower_confidence_bound_ga() (in module pySOT.auxiliary_problems)
M
make_proposal() (pySOT.strategy.SurrogateBaseStrategy method)
MARSInterpolant (class in pySOT.surrogate)
Michalewicz (class in pySOT.optimization_problems)
O
on_adapt_aborted() (pySOT.strategy.SurrogateBaseStrategy method)
on_adapt_accept() (pySOT.strategy.SurrogateBaseStrategy method)
on_adapt_completed() (pySOT.strategy.SRBFStrategy method)
(pySOT.strategy.SurrogateBaseStrategy method)
on_adapt_proposal() (pySOT.strategy.SurrogateBaseStrategy method)
on_adapt_reject() (pySOT.strategy.SurrogateBaseStrategy method)
on_adapt_update() (pySOT.strategy.SurrogateBaseStrategy method)
on_cancel() (pySOT.controller.CheckpointController method)
on_complete() (pySOT.controller.CheckpointController method)
on_initial_aborted() (pySOT.strategy.SurrogateBaseStrategy method)
on_initial_accepted() (pySOT.strategy.SurrogateBaseStrategy method)
on_initial_completed() (pySOT.strategy.SurrogateBaseStrategy method)
on_initial_proposal() (pySOT.strategy.SurrogateBaseStrategy method)
on_initial_rejected() (pySOT.strategy.SurrogateBaseStrategy method)
on_initial_update() (pySOT.strategy.SurrogateBaseStrategy method)
on_kill() (pySOT.controller.CheckpointController method)
on_new_feval() (pySOT.controller.CheckpointController method)
on_terminate() (pySOT.controller.CheckpointController method)
on_update() (pySOT.controller.CheckpointController method)
optimization_problems (module)
OptimizationProblem (class in pySOT.optimization_problems)
optimize() (pySOT.utils.GeneticAlgorithm method)
P
Perm (class in pySOT.optimization_problems)
PolyRegressor (class in pySOT.surrogate)
predict() (pySOT.surrogate.GPRegressor method)
(pySOT.surrogate.MARSInterpolant method)
(pySOT.surrogate.PolyRegressor method)
(pySOT.surrogate.RBFInterpolant method)
(pySOT.surrogate.Surrogate method)
(pySOT.surrogate.SurrogateCapped method)
(pySOT.surrogate.SurrogateUnitBox method)
predict_deriv() (pySOT.surrogate.GPRegressor method)
(pySOT.surrogate.MARSInterpolant method)
(pySOT.surrogate.PolyRegressor method)
(pySOT.surrogate.RBFInterpolant method)
(pySOT.surrogate.Surrogate method)
(pySOT.surrogate.SurrogateCapped method)
(pySOT.surrogate.SurrogateUnitBox method)
predict_std() (pySOT.surrogate.GPRegressor method)
(pySOT.surrogate.SurrogateCapped method)
(pySOT.surrogate.SurrogateUnitBox method)
progress_plot() (in module pySOT.utils)
propose_action() (pySOT.strategy.RandomSampling method)
(pySOT.strategy.SurrogateBaseStrategy method)
pySOT.auxiliary_problems (module)
pySOT.controller (module)
pySOT.experimental_design (module)
pySOT.optimization_problems (module)
pySOT.strategy (module)
pySOT.surrogate (module)
pySOT.utils (module)
R
RandomSampling (class in pySOT.strategy)
Rastrigin (class in pySOT.optimization_problems)
RBFInterpolant (class in pySOT.surrogate)
remove_pending() (pySOT.strategy.SurrogateBaseStrategy method)
reset() (pySOT.surrogate.RBFInterpolant method)
(pySOT.surrogate.Surrogate method)
(pySOT.surrogate.SurrogateCapped method)
(pySOT.surrogate.SurrogateUnitBox method)
resume() (pySOT.controller.CheckpointController method)
(pySOT.strategy.SurrogateBaseStrategy method)
Rosenbrock (class in pySOT.optimization_problems)
round_vars() (in module pySOT.utils)
run() (pySOT.controller.CheckpointController method)
S
sample_initial() (pySOT.strategy.SurrogateBaseStrategy method)
save() (pySOT.strategy.SurrogateBaseStrategy method)
Schwefel (class in pySOT.optimization_problems)
SixHumpCamel (class in pySOT.optimization_problems)
Sphere (class in pySOT.optimization_problems)
SRBFStrategy (class in pySOT.strategy)
strategy (module)
SumOfSquares (class in pySOT.optimization_problems)
Surrogate (class in pySOT.surrogate)
surrogate (module)
SurrogateBaseStrategy (class in pySOT.strategy)
SurrogateCapped (class in pySOT.surrogate)
SurrogateUnitBox (class in pySOT.surrogate)
SymmetricLatinHypercube (class in pySOT.experimental_design)
T
Tail (class in pySOT.surrogate)
to_unit_box() (in module pySOT.utils)
TPSKernel (class in pySOT.surrogate)
TwoFactorial (class in pySOT.experimental_design)
U
unit_rescale() (in module pySOT.utils)
utils (module)
W
Weierstrass (class in pySOT.optimization_problems)
weighted_distance_merit() (in module pySOT.auxiliary_problems)
Z
Zakharov (class in pySOT.optimization_problems)