Domain

The best.domain is used to represent domains of a Euclidean space. It is used to represent the support of a best.random.RandomVector.

class best.domain.Domain

Inherits :best.Object

A class that represents a domain of a Euclidean space.

__init__(num_dim[, name='Domain'])

Initialize the object.

Parameters:num_dim (int) – The number of dimensions.

num_dim

Get the number of dimensions

is_in(x)

Check if x is inside the domain.

Note :This must be implemented by the children of this class. Parameters:x (1D numpy array) – An point. Throws :NotImplementedError

_to_string(pad):

Overloads :best.Object._to_string()

class best.domain.Rectangle

Inherits :best.domain.Domain

A class that represents a rectangular domain.

__init__(rectangle[name='Rectangular Domain'])

Initialize the object.

Parameters:rectangle (2D numpy array or list/tuple of list/tuples of float) – This must be a num_dim x 2 array representing a rectangle.

rectangle

Get the rectangle.

class best.domain.UnitCube

Inherits :best.domain.Rectangle

A class that represents a unit cube domain.

__init__(num_dim[, self='Unit Cube Domain'])

Initialize the object.

Parameters:num_dim (int) – The number of dimensions.

class best.domain.AllSpace

Inherits :best.domain.Rectangle

A class that represents all space.

__init__(num_dim[, self='All Space Domain'])

Initialize the object.

Parameters:num_dim (int) – The number of dimensions.