org.apache.commons.math3.optimization.fitting

Class PolynomialFitter

java.lang.Object

org.apache.commons.math3.optimization.fitting.CurveFitter

org.apache.commons.math3.optimization.fitting.PolynomialFitter

public class PolynomialFitter
extends CurveFitter

This class implements a curve fitting specialized for polynomials.

Polynomial fitting is a very simple case of curve fitting. The estimated coefficients are the polynomial coefficients. They are searched by a least square estimator.

Since:

2.0

Version:

$Id: PolynomialFitter.java 1244107 2012-02-14 16:17:55Z erans $

Constructor Summary

Constructors

Constructor and Description
PolynomialFitter(int degree, DifferentiableMultivariateVectorOptimizer optimizer) Simple constructor.

Method Summary

Methods

Modifier and Type	Method and Description
double[]	fit() Get the polynomial fitting the weighted (x, y) points.

Methods inherited from class org.apache.commons.math3.optimization.fitting.CurveFitter

addObservedPoint, addObservedPoint, addObservedPoint, clearObservations, fit, fit, getObservations

Methods inherited from class java.lang.Object

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

Constructor Detail

PolynomialFitter

public PolynomialFitter(int degree,
                DifferentiableMultivariateVectorOptimizer optimizer)

Simple constructor.

The polynomial fitter built this way are complete polynomials, ie. a n-degree polynomial has n+1 coefficients.

Parameters:

degree - Maximal degree of the polynomial.

optimizer - Optimizer to use for the fitting.

Method Detail

fit

public double[] fit()

Get the polynomial fitting the weighted (x, y) points.

Returns:

the coefficients of the polynomial that best fits the observed points.

Throws:

ConvergenceException - if the algorithm failed to converge.