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+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
+<!-- NewPage -->
+<html lang="en">
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+<title>CurveFitter (Apache Commons Math 3.6.1 API)</title>
+<link rel="stylesheet" type="text/css" href="../../../../../stylesheet.css" title="Style">
+</head>
+<body>
+<script type="text/javascript"><!--
+ if (location.href.indexOf('is-external=true') == -1) {
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+<li class="navBarCell1Rev">Class</li>
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+<li><a href="#method_summary">Method</a></li>
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+<li>Detail:&nbsp;</li>
+<li>Field&nbsp;|&nbsp;</li>
+<li><a href="#constructor_detail">Constr</a>&nbsp;|&nbsp;</li>
+<li><a href="#method_detail">Method</a></li>
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+<!-- ========= END OF TOP NAVBAR ========= -->
+<!-- ======== START OF CLASS DATA ======== -->
+<div class="header">
+<div class="subTitle">org.apache.commons.math3.fitting</div>
+<h2 title="Class CurveFitter" class="title">Class CurveFitter&lt;T extends <a href="../../../../../org/apache/commons/math3/analysis/ParametricUnivariateFunction.html" title="interface in org.apache.commons.math3.analysis">ParametricUnivariateFunction</a>&gt;</h2>
+</div>
+<div class="contentContainer">
+<ul class="inheritance">
+<li><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li>
+<li>
+<ul class="inheritance">
+<li>org.apache.commons.math3.fitting.CurveFitter&lt;T&gt;</li>
+</ul>
+</li>
+</ul>
+<div class="description">
+<ul class="blockList">
+<li class="blockList">
+<dl><dt><span class="strong">Type Parameters:</span></dt><dd><code>T</code> - Function to use for the fit.</dd></dl>
+<dl>
+<dt>Direct Known Subclasses:</dt>
+<dd><a href="../../../../../org/apache/commons/math3/fitting/GaussianFitter.html" title="class in org.apache.commons.math3.fitting">GaussianFitter</a>, <a href="../../../../../org/apache/commons/math3/fitting/HarmonicFitter.html" title="class in org.apache.commons.math3.fitting">HarmonicFitter</a>, <a href="../../../../../org/apache/commons/math3/fitting/PolynomialFitter.html" title="class in org.apache.commons.math3.fitting">PolynomialFitter</a></dd>
+</dl>
+<hr>
+<div class="block"><strong>Deprecated.</strong>&nbsp;
+<div class="block"><i>As of 3.3. Please use <a href="../../../../../org/apache/commons/math3/fitting/AbstractCurveFitter.html" title="class in org.apache.commons.math3.fitting"><code>AbstractCurveFitter</code></a> and
+ <a href="../../../../../org/apache/commons/math3/fitting/WeightedObservedPoints.html" title="class in org.apache.commons.math3.fitting"><code>WeightedObservedPoints</code></a> instead.</i></div>
+</div>
+<br>
+<pre><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</a>
+public class <span class="strong">CurveFitter&lt;T extends <a href="../../../../../org/apache/commons/math3/analysis/ParametricUnivariateFunction.html" title="interface in org.apache.commons.math3.analysis">ParametricUnivariateFunction</a>&gt;</span>
+extends <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></pre>
+<div class="block">Fitter for parametric univariate real functions y = f(x).
+ <br/>
+ When a univariate real function y = f(x) does depend on some
+ unknown parameters p<sub>0</sub>, p<sub>1</sub> ... p<sub>n-1</sub>,
+ this class can be used to find these parameters. It does this
+ by <em>fitting</em> the curve so it remains very close to a set of
+ observed points (x<sub>0</sub>, y<sub>0</sub>), (x<sub>1</sub>,
+ y<sub>1</sub>) ... (x<sub>k-1</sub>, y<sub>k-1</sub>). This fitting
+ is done by finding the parameters values that minimizes the objective
+ function &sum;(y<sub>i</sub>-f(x<sub>i</sub>))<sup>2</sup>. This is
+ really a least squares problem.</div>
+<dl><dt><span class="strong">Since:</span></dt>
+ <dd>2.0</dd></dl>
+</li>
+</ul>
+</div>
+<div class="summary">
+<ul class="blockList">
+<li class="blockList">
+<!-- ======== CONSTRUCTOR SUMMARY ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor_summary">
+<!-- -->
+</a>
+<h3>Constructor Summary</h3>
+<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation">
+<caption><span>Constructors</span><span class="tabEnd">&nbsp;</span></caption>
+<tr>
+<th class="colOne" scope="col">Constructor and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colOne"><code><strong><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#CurveFitter(org.apache.commons.math3.optim.nonlinear.vector.MultivariateVectorOptimizer)">CurveFitter</a></strong>(<a href="../../../../../org/apache/commons/math3/optim/nonlinear/vector/MultivariateVectorOptimizer.html" title="class in org.apache.commons.math3.optim.nonlinear.vector">MultivariateVectorOptimizer</a>&nbsp;optimizer)</code>
+<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
+<div class="block">Simple constructor.</div>
+</td>
+</tr>
+</table>
+</li>
+</ul>
+<!-- ========== METHOD SUMMARY =========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method_summary">
+<!-- -->
+</a>
+<h3>Method Summary</h3>
+<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
+<caption><span>Methods</span><span class="tabEnd">&nbsp;</span></caption>
+<tr>
+<th class="colFirst" scope="col">Modifier and Type</th>
+<th class="colLast" scope="col">Method and Description</th>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><strong><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(double,%20double)">addObservedPoint</a></strong>(double&nbsp;x,
+ double&nbsp;y)</code>
+<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
+<div class="block">Add an observed (x,y) point to the sample with unit weight.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><strong><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(double,%20double,%20double)">addObservedPoint</a></strong>(double&nbsp;weight,
+ double&nbsp;x,
+ double&nbsp;y)</code>
+<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
+<div class="block">Add an observed weighted (x,y) point to the sample.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><strong><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(org.apache.commons.math3.fitting.WeightedObservedPoint)">addObservedPoint</a></strong>(<a href="../../../../../org/apache/commons/math3/fitting/WeightedObservedPoint.html" title="class in org.apache.commons.math3.fitting">WeightedObservedPoint</a>&nbsp;observed)</code>
+<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
+<div class="block">Add an observed weighted (x,y) point to the sample.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>void</code></td>
+<td class="colLast"><code><strong><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#clearObservations()">clearObservations</a></strong>()</code>
+<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
+<div class="block">Remove all observations.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code>double[]</code></td>
+<td class="colLast"><code><strong><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#fit(int,%20T,%20double[])">fit</a></strong>(int&nbsp;maxEval,
+ <a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html" title="type parameter in CurveFitter">T</a>&nbsp;f,
+ double[]&nbsp;initialGuess)</code>
+<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
+<div class="block">Fit a curve.</div>
+</td>
+</tr>
+<tr class="rowColor">
+<td class="colFirst"><code>double[]</code></td>
+<td class="colLast"><code><strong><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#fit(T,%20double[])">fit</a></strong>(<a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html" title="type parameter in CurveFitter">T</a>&nbsp;f,
+ double[]&nbsp;initialGuess)</code>
+<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
+<div class="block">Fit a curve.</div>
+</td>
+</tr>
+<tr class="altColor">
+<td class="colFirst"><code><a href="../../../../../org/apache/commons/math3/fitting/WeightedObservedPoint.html" title="class in org.apache.commons.math3.fitting">WeightedObservedPoint</a>[]</code></td>
+<td class="colLast"><code><strong><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#getObservations()">getObservations</a></strong>()</code>
+<div class="block"><strong>Deprecated.</strong>&nbsp;</div>
+<div class="block">Get the observed points.</div>
+</td>
+</tr>
+</table>
+<ul class="blockList">
+<li class="blockList"><a name="methods_inherited_from_class_java.lang.Object">
+<!-- -->
+</a>
+<h3>Methods inherited from class&nbsp;java.lang.<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></h3>
+<code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#clone()" title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#equals(java.lang.Object)" title="class or interface in java.lang">equals</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#finalize()" title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#getClass()" title="class or interface in java.lang">getClass</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#hashCode()" title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notify()" title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notifyAll()" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#toString()" title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait()" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long)" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long,%20int)" title="class or interface in java.lang">wait</a></code></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</div>
+<div class="details">
+<ul class="blockList">
+<li class="blockList">
+<!-- ========= CONSTRUCTOR DETAIL ======== -->
+<ul class="blockList">
+<li class="blockList"><a name="constructor_detail">
+<!-- -->
+</a>
+<h3>Constructor Detail</h3>
+<a name="CurveFitter(org.apache.commons.math3.optim.nonlinear.vector.MultivariateVectorOptimizer)">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>CurveFitter</h4>
+<pre>public&nbsp;CurveFitter(<a href="../../../../../org/apache/commons/math3/optim/nonlinear/vector/MultivariateVectorOptimizer.html" title="class in org.apache.commons.math3.optim.nonlinear.vector">MultivariateVectorOptimizer</a>&nbsp;optimizer)</pre>
+<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
+<div class="block">Simple constructor.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>optimizer</code> - Optimizer to use for the fitting.</dd><dt><span class="strong">Since:</span></dt>
+ <dd>3.1</dd></dl>
+</li>
+</ul>
+</li>
+</ul>
+<!-- ============ METHOD DETAIL ========== -->
+<ul class="blockList">
+<li class="blockList"><a name="method_detail">
+<!-- -->
+</a>
+<h3>Method Detail</h3>
+<a name="addObservedPoint(double, double)">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>addObservedPoint</h4>
+<pre>public&nbsp;void&nbsp;addObservedPoint(double&nbsp;x,
+ double&nbsp;y)</pre>
+<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
+<div class="block">Add an observed (x,y) point to the sample with unit weight.
+ <p>Calling this method is equivalent to call
+ <code>addObservedPoint(1.0, x, y)</code>.</p></div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>x</code> - abscissa of the point</dd><dd><code>y</code> - observed value of the point at x, after fitting we should
+ have f(x) as close as possible to this value</dd><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(double,%20double,%20double)"><code>addObservedPoint(double, double, double)</code></a>,
+<a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(org.apache.commons.math3.fitting.WeightedObservedPoint)"><code>addObservedPoint(WeightedObservedPoint)</code></a>,
+<a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#getObservations()"><code>getObservations()</code></a></dd></dl>
+</li>
+</ul>
+<a name="addObservedPoint(double, double, double)">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>addObservedPoint</h4>
+<pre>public&nbsp;void&nbsp;addObservedPoint(double&nbsp;weight,
+ double&nbsp;x,
+ double&nbsp;y)</pre>
+<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
+<div class="block">Add an observed weighted (x,y) point to the sample.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>weight</code> - weight of the observed point in the fit</dd><dd><code>x</code> - abscissa of the point</dd><dd><code>y</code> - observed value of the point at x, after fitting we should
+ have f(x) as close as possible to this value</dd><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(double,%20double)"><code>addObservedPoint(double, double)</code></a>,
+<a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(org.apache.commons.math3.fitting.WeightedObservedPoint)"><code>addObservedPoint(WeightedObservedPoint)</code></a>,
+<a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#getObservations()"><code>getObservations()</code></a></dd></dl>
+</li>
+</ul>
+<a name="addObservedPoint(org.apache.commons.math3.fitting.WeightedObservedPoint)">
+<!-- -->
+</a>
+<ul class="blockList">
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+<h4>addObservedPoint</h4>
+<pre>public&nbsp;void&nbsp;addObservedPoint(<a href="../../../../../org/apache/commons/math3/fitting/WeightedObservedPoint.html" title="class in org.apache.commons.math3.fitting">WeightedObservedPoint</a>&nbsp;observed)</pre>
+<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
+<div class="block">Add an observed weighted (x,y) point to the sample.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>observed</code> - observed point to add</dd><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(double,%20double)"><code>addObservedPoint(double, double)</code></a>,
+<a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(double,%20double,%20double)"><code>addObservedPoint(double, double, double)</code></a>,
+<a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#getObservations()"><code>getObservations()</code></a></dd></dl>
+</li>
+</ul>
+<a name="getObservations()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>getObservations</h4>
+<pre>public&nbsp;<a href="../../../../../org/apache/commons/math3/fitting/WeightedObservedPoint.html" title="class in org.apache.commons.math3.fitting">WeightedObservedPoint</a>[]&nbsp;getObservations()</pre>
+<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
+<div class="block">Get the observed points.</div>
+<dl><dt><span class="strong">Returns:</span></dt><dd>observed points</dd><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(double,%20double)"><code>addObservedPoint(double, double)</code></a>,
+<a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(double,%20double,%20double)"><code>addObservedPoint(double, double, double)</code></a>,
+<a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(org.apache.commons.math3.fitting.WeightedObservedPoint)"><code>addObservedPoint(WeightedObservedPoint)</code></a></dd></dl>
+</li>
+</ul>
+<a name="clearObservations()">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>clearObservations</h4>
+<pre>public&nbsp;void&nbsp;clearObservations()</pre>
+<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
+<div class="block">Remove all observations.</div>
+</li>
+</ul>
+<a name="fit(org.apache.commons.math3.analysis.ParametricUnivariateFunction,double[])">
+<!-- -->
+</a><a name="fit(T, double[])">
+<!-- -->
+</a>
+<ul class="blockList">
+<li class="blockList">
+<h4>fit</h4>
+<pre>public&nbsp;double[]&nbsp;fit(<a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html" title="type parameter in CurveFitter">T</a>&nbsp;f,
+ double[]&nbsp;initialGuess)</pre>
+<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
+<div class="block">Fit a curve.
+ This method compute the coefficients of the curve that best
+ fit the sample of observed points previously given through calls
+ to the <a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(org.apache.commons.math3.fitting.WeightedObservedPoint)"><code>addObservedPoint</code></a> method.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>f</code> - parametric function to fit.</dd><dd><code>initialGuess</code> - first guess of the function parameters.</dd>
+<dt><span class="strong">Returns:</span></dt><dd>the fitted parameters.</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a href="../../../../../org/apache/commons/math3/exception/DimensionMismatchException.html" title="class in org.apache.commons.math3.exception">DimensionMismatchException</a></code> - if the start point dimension is wrong.</dd></dl>
+</li>
+</ul>
+<a name="fit(int,org.apache.commons.math3.analysis.ParametricUnivariateFunction,double[])">
+<!-- -->
+</a><a name="fit(int, T, double[])">
+<!-- -->
+</a>
+<ul class="blockListLast">
+<li class="blockList">
+<h4>fit</h4>
+<pre>public&nbsp;double[]&nbsp;fit(int&nbsp;maxEval,
+ <a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html" title="type parameter in CurveFitter">T</a>&nbsp;f,
+ double[]&nbsp;initialGuess)</pre>
+<div class="block"><span class="strong">Deprecated.</span>&nbsp;</div>
+<div class="block">Fit a curve.
+ This method compute the coefficients of the curve that best
+ fit the sample of observed points previously given through calls
+ to the <a href="../../../../../org/apache/commons/math3/fitting/CurveFitter.html#addObservedPoint(org.apache.commons.math3.fitting.WeightedObservedPoint)"><code>addObservedPoint</code></a> method.</div>
+<dl><dt><span class="strong">Parameters:</span></dt><dd><code>f</code> - parametric function to fit.</dd><dd><code>initialGuess</code> - first guess of the function parameters.</dd><dd><code>maxEval</code> - Maximum number of function evaluations.</dd>
+<dt><span class="strong">Returns:</span></dt><dd>the fitted parameters.</dd>
+<dt><span class="strong">Throws:</span></dt>
+<dd><code><a href="../../../../../org/apache/commons/math3/exception/TooManyEvaluationsException.html" title="class in org.apache.commons.math3.exception">TooManyEvaluationsException</a></code> - if the number of allowed evaluations is exceeded.</dd>
+<dd><code><a href="../../../../../org/apache/commons/math3/exception/DimensionMismatchException.html" title="class in org.apache.commons.math3.exception">DimensionMismatchException</a></code> - if the start point dimension is wrong.</dd><dt><span class="strong">Since:</span></dt>
+ <dd>3.0</dd></dl>
+</li>
+</ul>
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