darsia.AdvancedKernelInterpolation

class AdvancedKernelInterpolation(kernel)

Bases: KernelInterpolation

Kernel interpolation with support for fixed (non-calibrated) support points.

Methods

calibrate()	Calibration routine of model.
setup_kernel_problem()	Setup of linear kernel problem.
update([kernel, supports, values, append])	Update kernel and interpolation weights.
update_advanced([fixed_supports, ...])	Update support points.
update_interpolation()	Update interpolation weights.
update_kernel(kernel)	Update kernel.
update_model_parameters(parameters[, dofs])
update_variable_model_parameters(parameters)

Attributes

fixed_supports	Fixed support points.
fixed_values	Fixed goal points.
num_fixed_supports	Number of fixed support points.
variable_supports	Variable support points.
variable_values	Variable goal points.
kernel	Kernel.
supports	Support points.
values	Goal points.
num_supports	Number of support points.
interpolation_weights	Interpolation weights.

update_advanced(fixed_supports=None, fixed_values=None, variable_supports=None, variable_values=None)

Update support points.

Parameters:

fixed_supportsnp.ndarray, optional

Fixed support points.

fixed_valuesnp.ndarray, optional

Fixed goal points.

variable_supportsnp.ndarray, optional

Variable support points.

variable_valuesnp.ndarray, optional

Variable goal points.

fixed_supports

Fixed support points.

fixed_values

Fixed goal points.

num_fixed_supports

Number of fixed support points.

variable_supports

Variable support points.

variable_values

Variable goal points.