org.encog.mathutil.rbf

Class MexicanHatFunction

java.lang.Object

org.encog.mathutil.rbf.BasicRBF

org.encog.mathutil.rbf.MexicanHatFunction

All Implemented Interfaces:

Serializable, RadialBasisFunction

public class MexicanHatFunction
extends BasicRBF

Multi-dimensional Mexican Hat, or Ricker wavelet, function. It is usually only referred to as the "Mexican hat" in the Americas, due to cultural association with the "sombrero". In technical nomenclature this function is known as the Ricker wavelet, where it is frequently employed to model seismic data. http://en.wikipedia.org/wiki/Mexican_Hat_Function

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
MexicanHatFunction(double peak, double[] center, double width) Construct a multi-dimension Mexican hat function with the specified peak, centers and widths.
MexicanHatFunction(double center, double peak, double width) Construct a single-dimension Mexican hat function with the specified peak, centers and widths.
MexicanHatFunction(int dimensions) Create centered at zero, width 0, and peak 0.

Method Summary

Methods

Modifier and Type	Method and Description
double	calculate(double[] x) Calculate the result from the function.

Methods inherited from class org.encog.mathutil.rbf.BasicRBF

getCenter, getCenters, getDimensions, getPeak, getWidth, setCenters, setPeak, setWidth, toString

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

MexicanHatFunction

public MexicanHatFunction(double center,
                  double peak,
                  double width)

Construct a single-dimension Mexican hat function with the specified peak, centers and widths.

Parameters:

peak - The peak for all dimensions.

center - The centers for each dimension.

width - The widths for each dimension.

MexicanHatFunction

public MexicanHatFunction(double peak,
                  double[] center,
                  double width)

Construct a multi-dimension Mexican hat function with the specified peak, centers and widths.

Parameters:

peak - The peak for all dimensions.

center - The centers for each dimension.

width - The widths for each dimension.

MexicanHatFunction

public MexicanHatFunction(int dimensions)

Create centered at zero, width 0, and peak 0.

Parameters:

dimensions - Dimensions.

Method Detail

calculate

public final double calculate(double[] x)

Calculate the result from the function.

Parameters:

x - The parameters for the function, one for each dimension.

Returns:

The result of the function.