Spike

Spike

Bases: Term

Extended Term that represents the spike membership function.

Equation

\(\mu(x)=h \exp\left(-\left|\dfrac{10}{w} (x - c)\right|\right)\)

where

• \(h\): height of the Term
• \(w\): width of the Spike
• \(c\): center of the Spike

Attributes

center instance-attribute

center = center

width instance-attribute

width = width

Functions

__init__

__init__(name: str = '', center: float = nan, width: float = nan, height: float = 1.0) -> None

Constructor.

Parameters:

Name	Type	Description	Default
name	str	name of the Term	''
center	float	center of the Spike	nan
width	float	width of the Spike	nan
height	float	height of the Term	1.0

configure

configure(parameters: str) -> None

Configure the term with the parameters.

Parameters:

Name	Type	Description	Default
parameters	str	center width [height].	required

membership

membership(x: Scalar) -> Scalar

Computes the membership function evaluated at \(x\).

Parameters:

Name	Type	Description	Default
x	Scalar	scalar	required

Returns:

Type	Description
Scalar	\(\mu(x)=h \exp\left(-\left|\dfrac{10}{w} (x - c)\right|\right)\)

parameters

parameters() -> str

Return the parameters of the term.

Returns:

Type	Description
str	center width [height].