Index

A

allocated_idx (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet property) alt_grad_eval() (upoqa.utils.model.QuadSurrogate method) append() (upoqa.utils.interp_set.OverallInterpSet method)

AUTO_DETECT_RESTART_WARNING (upoqa.utils.manager.ExitStatus attribute) average_proj() (in module upoqa.utils.projection) average_radius (upoqa.utils.manager.UPOQAManager property) avg_nfev (upoqa.utils.result.OptimizeResult attribute)

B

build_fval() (upoqa.utils.manager.UPOQAManager method)

C

calc_detailed_decrease() (upoqa.utils.manager.UPOQAManager method) capacity (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet property) cauchy_geometry() (in module upoqa.utils.sub_solver) check_all_params() (upoqa.utils.params.UPOQAParameterList method) check_slow_iteration() (upoqa.utils.manager.UPOQAManager method)

clear() (upoqa.utils.interp_set.OverallInterpSet method) clear_invalid_point() (upoqa.utils.interp_set.OverallInterpSet method) clear_with_only_one_left() (upoqa.utils.interp_set.OverallInterpSet method) conjugate_gradient_proj_steinmetz() (in module upoqa.utils.sub_solver) coords (upoqa.utils.model.OverallSurrogate attribute) couple_with_utils() (upoqa.utils.manager.UPOQAManager method)

D

decide_to_restart_due_to_exploding_coeff() (upoqa.utils.manager.UPOQAManager method) delete_points() (upoqa.utils.interp_set.OverallInterpSet method) disable (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet property)

disp (upoqa.utils.manager.UPOQAManager attribute) dykstra_proj() (in module upoqa.utils.projection)

E

ele_idx (upoqa.utils.model.SurrogateLinAlgError attribute) ele_idxs (upoqa.utils.interp_set.OverallInterpSet attribute) ele_interp_sets (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.manager.UPOQAManager property) ele_models (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.manager.UPOQAManager property) (upoqa.utils.model.OverallSurrogate attribute) ele_name (upoqa.utils.model.SurrogateLinAlgError attribute) ele_names (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.model.OverallSurrogate attribute)

ele_num (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet property) (upoqa.utils.manager.UPOQAManager attribute) enable (upoqa.utils.interp_set.OverallInterpSet attribute) exception (upoqa.utils.manager.ExitInfo attribute) (upoqa.utils.result.OptimizeResult attribute) ExitInfo (class in upoqa.utils.manager) ExitStatus (class in upoqa.utils.manager) extra_fun (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.manager.UPOQAManager property) (upoqa.utils.model.OverallSurrogate attribute) (upoqa.utils.result.OptimizeResult attribute)

F

f_anchor (upoqa.utils.interp_set.InterpSet attribute) (upoqa.utils.interp_set.InterpSet property) f_opt (upoqa.utils.interp_set.InterpSet attribute) (upoqa.utils.interp_set.InterpSet property) (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet property) (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.manager.UPOQAManager property)

find_best_start_point() (upoqa.utils.manager.UPOQAManager method) flag (upoqa.utils.manager.ExitInfo attribute) fun (upoqa.utils.result.OptimizeResult attribute) fun_eval() (upoqa.utils.model.OverallSurrogate method) (upoqa.utils.model.QuadSurrogate method) funs (upoqa.utils.result.OptimizeResult attribute)

G

get_anchor() (upoqa.utils.interp_set.InterpSet method) get_determinant_ratio() (upoqa.utils.model.QuadSurrogate method) get_ele_fvals() (upoqa.utils.interp_set.OverallInterpSet method) get_geometry_step() (upoqa.utils.manager.UPOQAManager method) get_index_to_remove() (upoqa.utils.manager.UPOQAManager method) get_interp_set() (upoqa.utils.interp_set.InterpSet method) (upoqa.utils.interp_set.OverallInterpSet method)

get_opt() (upoqa.utils.interp_set.InterpSet method) (upoqa.utils.interp_set.OverallInterpSet method) get_reduction_ratio() (upoqa.utils.manager.UPOQAManager method) get_update_requests() (upoqa.utils.manager.UPOQAManager method) get_violation_ratio() (in module upoqa.utils.projection) grad_eval() (upoqa.utils.model.OverallSurrogate method) (upoqa.utils.model.QuadSurrogate method)

H

has_reached_maxfev() (upoqa.utils.manager.UPOQAManager method) hess_eval() (upoqa.utils.model.OverallSurrogate method) (upoqa.utils.model.QuadSurrogate method)

hess_operator() (upoqa.utils.model.OverallSurrogate method) (upoqa.utils.model.QuadSurrogate method)

I

init_coord_overlap_relation() (upoqa.utils.manager.UPOQAManager method) init_interp_set() (upoqa.utils.interp_set.InterpSet method) init_interp_set_Y() (upoqa.utils.interp_set.InterpSet method) INPUT_ERROR (upoqa.utils.manager.ExitStatus attribute) interp_set (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.model.OverallSurrogate attribute) (upoqa.utils.model.QuadSurrogate attribute) (upoqa.utils.result.OptimizeResult attribute) interp_set_extra_fval (upoqa.utils.interp_set.OverallInterpSet attribute)

interp_set_fval (upoqa.utils.interp_set.InterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet attribute) interp_set_fval_eles (upoqa.utils.interp_set.OverallInterpSet attribute) interp_set_Y (upoqa.utils.interp_set.InterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet attribute) InterpSet (class in upoqa.utils.interp_set) inv_kkt_matrix_dot() (upoqa.utils.model.QuadSurrogate method) inv_kkt_matrix_partial_dot() (upoqa.utils.model.QuadSurrogate method) INVALID_EVAL_ERROR (upoqa.utils.manager.ExitStatus attribute)

L

LINALG_ERROR (upoqa.utils.manager.ExitStatus attribute)

M

manager (upoqa.utils.result.OptimizeResult attribute) max_nfev (upoqa.utils.result.OptimizeResult attribute) max_radius (upoqa.utils.manager.UPOQAManager property) MaxEvalNumReached maxfev (upoqa.utils.manager.UPOQAManager attribute) maxiter (upoqa.utils.manager.UPOQAManager attribute) message (upoqa.utils.result.OptimizeResult attribute) message() (upoqa.utils.manager.ExitInfo method) minimize() (in module upoqa) model (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.result.OptimizeResult attribute) model_center (upoqa.utils.model.OverallSurrogate attribute) (upoqa.utils.model.QuadSurrogate attribute) model_cons (upoqa.utils.model.QuadSurrogate attribute)

model_grad (upoqa.utils.model.QuadSurrogate attribute) model_hess (upoqa.utils.model.QuadSurrogate property) model_hess_explicit (upoqa.utils.model.QuadSurrogate attribute) model_hess_implicit (upoqa.utils.model.QuadSurrogate attribute) module upoqa upoqa.utils.interp_set upoqa.utils.manager upoqa.utils.model upoqa.utils.params upoqa.utils.projection upoqa.utils.result upoqa.utils.sub_solver msg (upoqa.utils.manager.ExitInfo attribute)

N

n (upoqa.utils.interp_set.InterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.manager.UPOQAManager property) (upoqa.utils.model.OverallSurrogate attribute) (upoqa.utils.model.QuadSurrogate attribute) nfev (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.result.OptimizeResult attribute)

nit (upoqa.utils.result.OptimizeResult attribute) npt (upoqa.utils.interp_set.InterpSet attribute) (upoqa.utils.model.QuadSurrogate attribute) npts (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.manager.UPOQAManager property) nrun (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.result.OptimizeResult attribute)

O

OptimizeResult (class in upoqa.utils.result)

OverallInterpSet (class in upoqa.utils.interp_set) OverallSurrogate (class in upoqa.utils.model)

P

param_type() (upoqa.utils.params.UPOQAParameterList method) params (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.model.OverallSurrogate attribute)

prepare_for_a_restart() (upoqa.utils.manager.UPOQAManager method) proj_onto_ele (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.model.OverallSurrogate attribute)

Q

QuadSurrogate (class in upoqa.utils.model)

R

radii (upoqa.utils.manager.UPOQAManager attribute) reduce_resolution() (upoqa.utils.manager.UPOQAManager method) reinit() (upoqa.utils.model.QuadSurrogate method)

reset() (upoqa.utils.model.QuadSurrogate method) reset_restart_track_info() (upoqa.utils.manager.UPOQAManager method) reset_surrogate_coeff() (upoqa.utils.model.QuadSurrogate method) resolution (upoqa.utils.manager.UPOQAManager attribute)

S

set_interp_set_fval() (upoqa.utils.interp_set.InterpSet method) set_radius() (upoqa.utils.manager.UPOQAManager method) set_resolution() (upoqa.utils.manager.UPOQAManager method) set_size (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet property) set_weights() (upoqa.utils.manager.UPOQAManager method) (upoqa.utils.model.OverallSurrogate method) set_xforms() (upoqa.utils.manager.UPOQAManager method) (upoqa.utils.model.OverallSurrogate method) shift_center_to() (upoqa.utils.manager.UPOQAManager method) (upoqa.utils.model.OverallSurrogate method) (upoqa.utils.model.QuadSurrogate method)

SLOW_WARNING (upoqa.utils.manager.ExitStatus attribute) soft_restart() (upoqa.utils.manager.UPOQAManager method) solve_interpolation_KKT() (upoqa.utils.model.QuadSurrogate method) spider_geometry() (in module upoqa.utils.sub_solver) steinmetz_comb_proj() (in module upoqa.utils.projection) steinmetz_proj() (in module upoqa.utils.projection) SUCCESS (upoqa.utils.manager.ExitStatus attribute) success (upoqa.utils.result.OptimizeResult attribute) SurrogateLinAlgError

T

tangential_byrd_omojokun() (in module upoqa.utils.sub_solver) TR_INCREASE_ERROR (upoqa.utils.manager.ExitStatus attribute)

traceback (upoqa.utils.manager.ExitInfo attribute) (upoqa.utils.result.OptimizeResult attribute)

U

unallocated_idx (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet property) UNKNOWN_ERROR (upoqa.utils.manager.ExitStatus attribute) update() (upoqa.utils.model.OverallSurrogate method) (upoqa.utils.model.QuadSurrogate method) update_fval_with_new_weights_and_xforms() (upoqa.utils.interp_set.OverallInterpSet method) update_point_on_idx() (upoqa.utils.interp_set.InterpSet method) (upoqa.utils.interp_set.OverallInterpSet method) update_radius() (upoqa.utils.manager.UPOQAManager method) update_restart_track_info() (upoqa.utils.manager.UPOQAManager method) update_weights() (upoqa.utils.manager.UPOQAManager method) (upoqa.utils.model.OverallSurrogate method) update_x_opt() (upoqa.utils.interp_set.InterpSet method) (upoqa.utils.interp_set.OverallInterpSet method) update_xforms() (upoqa.utils.manager.UPOQAManager method) (upoqa.utils.model.OverallSurrogate method) upoqa module

upoqa.utils.interp_set module upoqa.utils.manager module upoqa.utils.model module upoqa.utils.params module upoqa.utils.projection module upoqa.utils.result module upoqa.utils.sub_solver module UPOQAManager (class in upoqa.utils.manager) UPOQAParameterList (class in upoqa.utils.params)

W

weights (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.manager.UPOQAManager property) (upoqa.utils.model.OverallSurrogate attribute)

wrap_xforms_with_bounds() (upoqa.utils.manager.UPOQAManager method)

X

x (upoqa.utils.result.OptimizeResult attribute) x_anchor (upoqa.utils.interp_set.InterpSet attribute) (upoqa.utils.interp_set.InterpSet property) x_anchor_idx (upoqa.utils.interp_set.InterpSet attribute) x_opt (upoqa.utils.interp_set.InterpSet attribute) (upoqa.utils.interp_set.InterpSet property) (upoqa.utils.interp_set.OverallInterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet property) (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.manager.UPOQAManager property)

x_opt_idx (upoqa.utils.interp_set.InterpSet attribute) (upoqa.utils.interp_set.OverallInterpSet attribute) xforms (upoqa.utils.manager.UPOQAManager attribute) (upoqa.utils.manager.UPOQAManager property) (upoqa.utils.model.OverallSurrogate attribute)