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  </script></head><body><hr/><div><a class="rout" href="../../pdf/D01/d01ahf.pdf">D01AHF (PDF version)</a></div><div><a class="chap" href="d01conts.xml">D01 Chapter Contents</a></div><div><a class="chapint" href="d01intro.xml">D01 Chapter Introduction</a></div>
<div><a class="htmltoc" href="../FRONTMATTER/manconts.xml">NAG Library Manual</a></div><hr/><h1 class="libdoc">NAG Library Routine Document<br/><br/>D01AHF</h1><div class="paramtext"><div class="header"><b>Note:</b>&#160; before using this routine, please read the Users' Note for your implementation to check the interpretation of <span class="bitalic">bold italicised</span> terms and other implementation-dependent details.</div></div> 
<div class="htmltoc">
<h2 class="htmltoc"><span class="htmltochead" onclick="showLevel('htmltoc');"><span class="htmltocplus" id="htmltocplus">+</span><span class="htmltocminus" id="htmltocminus">&#8722;</span></span>&#160;Contents</h2>
<div class="htmltocitem" id="htmltoc">
<div class="htmltoc">
<span class="htmltocplus">&#160;&#160;&#160;</span>
<a class="htmltoc" href="#purpose">1&#160;&#160;<b>Purpose</b></a>
</div><div class="htmltoc">
<span class="htmltocplus">&#160;&#160;&#160;</span>
<a class="htmltoc" href="#specification">2&#160;&#160;<b>Specification</b></a>
</div><div class="htmltoc">
<span class="htmltocplus">&#160;&#160;&#160;</span>
<a class="htmltoc" href="#description">3&#160;&#160;<b>Description</b></a>
</div><div class="htmltoc">
<span class="htmltocplus">&#160;&#160;&#160;</span>
<a class="htmltoc" href="#references">4&#160;&#160;<b>References</b></a>
</div><div class="htmltoc">
<span class="htmltocplus">&#160;&#160;&#160;</span>
<a class="htmltoc" href="#parameters">5&#160;&#160;<b>Parameters</b></a>
</div><div class="htmltoc">
<span class="htmltocplus">&#160;&#160;&#160;</span>
<a class="htmltoc" href="#errors">6&#160;&#160;<b>Error Indicators and Warnings</b></a>
</div><div class="htmltoc">
<span class="htmltocplus">&#160;&#160;&#160;</span>
<a class="htmltoc" href="#accuracy">7&#160;&#160;<b>Accuracy</b></a>
</div><div class="htmltoc">
<span class="htmltocplus">&#160;&#160;&#160;</span>
<a class="htmltoc" href="#fcomments">8&#160;&#160;<b>Further Comments</b></a>
</div><div class="htmltoc">
<span class="htmltoc" onclick="showLevel('tocexample');"><span class="htmltocplus" id="tocexampleplus">+</span><span class="htmltocminus" id="tocexampleminus">&#8722;</span></span>
<a class="htmltoc" href="#example">9&#160;&#160;<b>Example</b></a>
<div class="htmltocitem" id="tocexample">
<div class="htmltoc">
<span class="htmltocplus">&#160;&#160;&#160;</span>
<a class="htmltoc" href="#examtext">9.1&#160;&#160;<b>Program Text</b></a>
</div><div class="htmltoc">
<span class="htmltocplus">&#160;&#160;&#160;</span>
<a class="htmltoc" href="#examdata">9.2&#160;&#160;<b>Program Data</b></a>
</div><div class="htmltoc">
<span class="htmltocplus">&#160;&#160;&#160;</span>
<a class="htmltoc" href="#examresults">9.3&#160;&#160;<b>Program Results</b></a>
</div>
</div>
</div>
</div>
</div><h2 class="standard"><a class="sec" name="purpose" id="purpose"/>1&#160;&#160;Purpose</h2>
<div class="paramtext">D01AHF computes a definite integral over a finite range to a specified relative accuracy using a method described by Patterson.</div><h2 class="standard"><a class="sec" name="specification" id="specification"/>2&#160;&#160;Specification</h2>
<table class="fspec"><tr><td class="tdfspec1"><b><i>double&#160;precision</i></b>&#160;FUNCTION&#160;D01AHF&#160;(</td><td class="tdfspec2"><a class="arg" href="#A">A</a>, <a class="arg" href="#B">B</a>, <a class="arg" href="#EPSR">EPSR</a>, <a class="arg" href="#NPTS">NPTS</a>, <a class="arg" href="#RELERR">RELERR</a>, <a class="arg" href="#F">F</a>, <a class="arg" href="#NLIMIT">NLIMIT</a>, <a class="arg" href="#IFAIL">IFAIL</a>)</td></tr><tr><td class="tdfspec1">INTEGER</td><td class="tdfspec2">NPTS, NLIMIT, IFAIL</td></tr><tr><td class="tdfspec1"><b><i>double&#160;precision</i></b></td><td class="tdfspec2">A, B, EPSR, RELERR, F</td></tr><tr><td class="tdfspec1">EXTERNAL</td><td class="tdfspec2">F</td></tr></table><h2 class="standard"><a class="sec" name="description" id="description"/>3&#160;&#160;Description</h2>
<div class="paramtext">D01AHF computes a definite integral of the form

<div class="formula"><table class="formula"><tr><td class="formula"><m:math display="block">
<m:munderover><m:mo>&#8747;</m:mo><m:mi>a</m:mi><m:mi>b</m:mi></m:munderover><m:mi>f</m:mi><m:mfenced separators=""><m:mi>x</m:mi></m:mfenced><m:mrow><m:mi>d</m:mi><m:mi>x</m:mi></m:mrow><m:mtext>.</m:mtext>
</m:math></td><td class="formula2"/></tr></table></div>

The method uses as its basis a family of interlacing high precision rules (see <a class="ref" href="#ref269">Patterson (1968)</a>) using <m:math><m:mn>1</m:mn></m:math>, <m:math><m:mn>3</m:mn></m:math>, <m:math><m:mn>7</m:mn></m:math>, <m:math><m:mn>15</m:mn></m:math>, <m:math><m:mn>31</m:mn></m:math>, <m:math><m:mn>63</m:mn></m:math>,  <m:math><m:mn>127</m:mn></m:math>&#160;and <m:math><m:mn>255</m:mn></m:math>&#160;nodes.  Initially the family is applied in sequence to the integrand.  When two successive rules differ relatively by less than the required relative accuracy, the last rule used is taken as the value of the integral and the operation is regarded as successful.  If all rules in the family have been applied unsuccessfully, subdivision is invoked.  The subdivision strategy is as follows.  The interval under scrutiny is divided into two sub-intervals (not always equal).  The basic family is then applied to the first sub-interval.  If the required accuracy is not obtained, the interval is stored for future examination (see  <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFAIL"><m:mi mathcolor="#EE0000" mathvariant="bold">IFAIL</m:mi></m:maction><m:mo>=</m:mo><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFeq2"><m:mn mathcolor="#003399" mathvariant="bold">2</m:mn></m:maction></m:math>) and the second sub-interval is examined.  Should the basic family again be unsuccessful, then the sub-interval is further subdivided and the whole process repeated.  Successful integrations are accumulated as the partial value of the integral.  When all possible successful integrations have been completed, those previously unsuccessful sub-intervals placed in store are examined.</div><div class="paramtext">A large number of refinements are incorporated to improve the performance.  Some of these are:
<table class="standard-100"><tr>
<td style="width:2.1em;" valign="baseline">(a)</td>
<td valign="top">The rate of convergence of the basic family is monitored and used to make a decision to abort and subdivide before the full sequence has been applied.</td>
</tr><tr>
<td style="width:2.1em;" valign="baseline">(b)</td>
<td valign="top">The <m:math><m:mi>&#949;</m:mi></m:math>-algorithm is applied to the basic results in an attempt to increase the convergence rate.  See <a class="ref" href="#ref011">Wynn (1956)</a>.</td>
</tr><tr>
<td style="width:2.1em;" valign="baseline">(c)</td>
<td valign="top">An attempt is made to detect sharp end point peaks and singularities in each sub-interval and to apply appropriate transformations to smooth the integrand. This consideration is also used to select interval sizes in the subdivision process.</td>
</tr><tr>
<td style="width:2.1em;" valign="baseline">(d)</td>
<td valign="top">The relative accuracy sought in each sub-interval is adjusted in accordance with its likely contribution to the total integral.</td>
</tr><tr>
<td style="width:2.1em;" valign="baseline">(e)</td>
<td valign="top">Random transformations of the integrand are applied to improve reliability in some instances.</td>
</tr></table>
</div><h2 class="standard"><a class="sec" name="references" id="references"/>4&#160;&#160;References</h2><div class="paramtext"><a name="ref269" id="ref269"/>Patterson T N L (1968)  The Optimum addition of points to quadrature formulae <i>Math. Comput.</i> <b>22</b> 847&#8211;856 </div>
<div class="paramtext"><a name="ref011" id="ref011"/>Wynn P (1956)  On a device for computing the <m:math><m:msub><m:mi>e</m:mi><m:mi>m</m:mi></m:msub><m:mfenced separators=""><m:msub><m:mi mathvariant="normal">S</m:mi><m:mi>n</m:mi></m:msub></m:mfenced></m:math>&#160;transformation <i>Math. Tables Aids Comput.</i> <b>10</b> 91&#8211;96 </div><h2 class="standard"><a class="sec" name="parameters" id="parameters"/>5&#160;&#160;Parameters</h2>
<dl><dt class="paramhead"><a name="A" id="A"/>1: &#160;&#160;&#8194; A &#8211; <span class="bitalic">double precision</span><span class="pclass">Input</span></dt><dd><div class="paramtext"><i>On entry</i>: <m:math><m:mi>a</m:mi></m:math>, the lower limit of integration.</div></dd><dt class="paramhead"><a name="B" id="B"/>2: &#160;&#160;&#8194; B &#8211; <span class="bitalic">double precision</span><span class="pclass">Input</span></dt><dd><div class="paramtext"><i>On entry</i>: <m:math><m:mi>b</m:mi></m:math>, the upper limit of integration. It is not necessary that <m:math><m:mi>a</m:mi><m:mo>&lt;</m:mo><m:mi>b</m:mi></m:math>.</div></dd><dt class="paramhead"><a name="EPSR" id="EPSR"/>3: &#160;&#160;&#8194; EPSR &#8211; <span class="bitalic">double precision</span><span class="pclass">Input</span></dt><dd><div class="paramtext"><i>On entry</i>: the relative accuracy required.</div><div class="paramtext"><i>Constraint</i>:
  <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#EPSR"><m:mi mathcolor="#EE0000" mathvariant="bold">EPSR</m:mi></m:maction><m:mo>&gt;</m:mo><m:mn>0.0</m:mn></m:math>.
</div></dd><dt class="paramhead"><a name="NPTS" id="NPTS"/>4: &#160;&#160;&#8194; NPTS &#8211; INTEGER<span class="pclass">Output</span></dt><dd><div class="paramtext"><i>On exit</i>: the number of function evaluations used in the calculation of the integral.</div></dd><dt class="paramhead"><a name="RELERR" id="RELERR"/>5: &#160;&#160;&#8194; RELERR &#8211; <span class="bitalic">double precision</span><span class="pclass">Output</span></dt><dd><div class="paramtext"><i>On exit</i>: a rough estimate of the relative error achieved.</div></dd><dt class="paramhead"><a name="F" id="F"/>6: &#160;&#160;&#8194; F &#8211; <span class="bitalic">double precision</span> FUNCTION, supplied by the user.<span class="pclass">External Procedure</span></dt><dd><div class="paramtext"><a class="arg" href="#F">F</a> must return the value of the integrand <m:math><m:mi>f</m:mi></m:math>&#160;at a given point.</div><div class="subprog">
<div class="paramtext">The specification of <a class="arg" href="#F">F</a> is:</div><table class="fspec"><tr><td class="tdfspec1"><b><i>double&#160;precision</i></b>&#160;FUNCTION&#160;F&#160;(</td><td class="tdfspec2"><a class="arg" href="../D01/d01ahf.xml#F_X">X</a>)</td></tr><tr><td class="tdfspec1"><b><i>double&#160;precision</i></b></td><td class="tdfspec2">X</td></tr></table>
<dl><dt class="paramhead"><a name="F_X" id="F_X"/>1: &#160;&#160;&#8194; X &#8211; <span class="bitalic">double precision</span><span class="pclass">Input</span></dt><dd><div class="paramtext"><i>On entry</i>: the point at which the integrand <m:math><m:mi>f</m:mi></m:math>&#160;must be evaluated.</div></dd></dl>
</div>
<div class="paramtext"><a class="arg" href="#F">F</a> must be declared as EXTERNAL in the (sub)program from which D01AHF is called. Parameters denoted as <span class="italic">Input</span>  must <b>not</b>  be changed by this procedure.</div>
</dd><dt class="paramhead"><a name="NLIMIT" id="NLIMIT"/>7: &#160;&#160;&#8194; NLIMIT &#8211; INTEGER<span class="pclass">Input</span></dt><dd><div class="paramtext"><i>On entry</i>: a limit to the number of function evaluations. If <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#NLIMIT"><m:mi mathcolor="#EE0000" mathvariant="bold">NLIMIT</m:mi></m:maction><m:mo>&#8804;</m:mo><m:mn>0</m:mn></m:math>, the routine uses a default limit of <m:math><m:mn>10000</m:mn></m:math>.</div></dd><dt class="paramhead"><a name="IFAIL" id="IFAIL"/>8: &#160;&#160;&#8194; IFAIL &#8211; INTEGER<span class="pclass">Input/Output</span></dt><dd><div class="paramtext"><i>On entry</i>: <a class="arg" href="#IFAIL">IFAIL</a> must be set to <m:math><m:mn>0</m:mn></m:math>, <m:math><m:mrow><m:mo>-</m:mo><m:mn>1</m:mn></m:mrow><m:mtext>&#8203; or &#8203;</m:mtext><m:mn>1</m:mn></m:math>. If you are unfamiliar with this parameter you should refer to <a class="sec" href="../GENINT/essint.xml#library3">Section 3.3</a> in  the Essential Introduction for details.</div>
<div class="paramtext"><i>On exit</i>: <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFAIL"><m:mi mathcolor="#EE0000" mathvariant="bold">IFAIL</m:mi></m:maction><m:mo>=</m:mo><m:maction actiontype="link" dsi:type="simple" dsi:href="#errors"><m:mn mathcolor="#003399" mathvariant="bold">0</m:mn></m:maction></m:math>&#160;unless the routine detects an error (see <a class="sec" href="#errors">Section 6</a>).
<div class="paramtext">For environments where it might be inappropriate to halt program execution when an error is detected, the value <m:math><m:mrow><m:mo>-</m:mo><m:mn>1</m:mn></m:mrow><m:mtext>&#8203; or &#8203;</m:mtext><m:mn>1</m:mn></m:math>&#160;is recommended.  If the output of error messages is undesirable, then the value <m:math><m:mn>1</m:mn></m:math>&#160;is recommended.  Otherwise, because for this routine the values of the output parameters may be useful even if <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFAIL"><m:mi mathcolor="#EE0000" mathvariant="bold">IFAIL</m:mi></m:maction><m:mo>&#8800;</m:mo><m:maction actiontype="link" dsi:type="simple" dsi:href="#errors"><m:mn mathcolor="#003399" mathvariant="bold">0</m:mn></m:maction></m:math>&#160;on exit, the recommended value is <m:math><m:mrow><m:mo>-</m:mo><m:mn>1</m:mn></m:mrow></m:math>.  <b>When the value <m:math><m:mrow><m:mo>-</m:mo><m:mn mathvariant="bold">1</m:mn></m:mrow><m:mtext>&#8203; or &#8203;</m:mtext><m:mn>1</m:mn></m:math>&#160;is used it is essential to test the value of <a class="arg" href="#IFAIL">IFAIL</a> on exit.</b></div>
</div></dd></dl><h2 class="standard"><a class="sec" name="errors" id="errors"/>6&#160;&#160;Error Indicators and Warnings</h2>
<div class="paramtext">If on entry <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFAIL"><m:mi mathcolor="#EE0000" mathvariant="bold">IFAIL</m:mi></m:maction><m:mo>=</m:mo><m:maction actiontype="link" dsi:type="simple" dsi:href="#errors"><m:mn mathcolor="#003399" mathvariant="bold">0</m:mn></m:maction></m:math>&#160;or <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#errors"><m:mn mathcolor="#003399" mathvariant="bold">-1</m:mn></m:maction></m:math>, explanatory error messages are output on the current error message unit (as defined by <a class="rout" href="../X04/x04aaf.xml">X04AAF</a>).</div><div class="paramtext"><b>Note:</b> D01AHF may return useful information for one or more of the following detected errors or warnings.</div><div class="paramtext">Errors or warnings detected by the routine:</div>
<dl class="ifail">
<dt class="errorhead"><a name="IFeq1" id="IFeq1"/><m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFAIL"><m:mi mathcolor="#EE0000" mathvariant="bold">IFAIL</m:mi></m:maction><m:mo>=</m:mo><m:mn>1</m:mn></m:math></dt>
<dd><div class="paramtext">The integral has not converged to the accuracy requested.  It may be worthwhile to try increasing <a class="arg" href="#NLIMIT">NLIMIT</a>.</div></dd>
</dl><dl class="ifail">
<dt class="errorhead"><a name="IFeq2" id="IFeq2"/><m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFAIL"><m:mi mathcolor="#EE0000" mathvariant="bold">IFAIL</m:mi></m:maction><m:mo>=</m:mo><m:mn>2</m:mn></m:math></dt>
<dd><div class="paramtext">Too many unsuccessful levels of subdivision have been invoked.</div></dd>
</dl><dl class="ifail">
<dt class="errorhead"><a name="IFeq3" id="IFeq3"/><m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFAIL"><m:mi mathcolor="#EE0000" mathvariant="bold">IFAIL</m:mi></m:maction><m:mo>=</m:mo><m:mn>3</m:mn></m:math></dt>
<dd><table class="ifail"><tr><td class="ifail1">On&#160;entry,</td><td class="ifail2-90"><m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#EPSR"><m:mi mathcolor="#EE0000" mathvariant="bold">EPSR</m:mi></m:maction><m:mo>&#8804;</m:mo><m:mn>0.0</m:mn></m:math>.</td></tr></table></dd>
</dl>
<div class="paramtext">When <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFAIL"><m:mi mathcolor="#EE0000" mathvariant="bold">IFAIL</m:mi></m:maction><m:mo>=</m:mo><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFeq1"><m:mn mathcolor="#003399" mathvariant="bold">1</m:mn></m:maction></m:math>&#160;or <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFeq2"><m:mn mathcolor="#003399" mathvariant="bold">2</m:mn></m:maction></m:math>&#160;a result may be obtained by continuing without further subdivision, but this is likely to be <b>inaccurate</b>.</div><h2 class="standard"><a class="sec" name="accuracy" id="accuracy"/>7&#160;&#160;Accuracy</h2>
<div class="paramtext">The relative accuracy required is specified by you in the variable <a class="arg" href="#EPSR">EPSR</a>.  The routine will terminate whenever the relative accuracy specified by <a class="arg" href="#EPSR">EPSR</a> is judged to have been reached.</div><div class="paramtext">If on exit, <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFAIL"><m:mi mathcolor="#EE0000" mathvariant="bold">IFAIL</m:mi></m:maction><m:mo>=</m:mo><m:maction actiontype="link" dsi:type="simple" dsi:href="#errors"><m:mn mathcolor="#003399" mathvariant="bold">0</m:mn></m:maction></m:math>, then it is most likely that the result is correct to the specified accuracy.  If, on exit, <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFAIL"><m:mi mathcolor="#EE0000" mathvariant="bold">IFAIL</m:mi></m:maction><m:mo>=</m:mo><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFeq1"><m:mn mathcolor="#003399" mathvariant="bold">1</m:mn></m:maction></m:math>&#160;or <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#IFeq2"><m:mn mathcolor="#003399" mathvariant="bold">2</m:mn></m:maction></m:math>, then it is likely that the specified accuracy has not been reached.</div><div class="paramtext"><a class="arg" href="#RELERR">RELERR</a> is a rough estimate of the relative error achieved.  It is a by-product of the computation and is not used to effect the termination of the routine.  The outcome of the integration must be judged by the value of <a class="arg" href="#IFAIL">IFAIL</a>.</div><h2 class="standard"><a class="sec" name="fcomments" id="fcomments"/>8&#160;&#160;Further Comments</h2>
<div class="paramtext">The time taken by D01AHF depends on the complexity of the integrand and the accuracy required.</div><h2 class="standard"><a class="sec" name="example" id="example"/>9&#160;&#160;Example</h2>
<div class="paramtext">This example evaluates the integral to a requested relative accuracy of <m:math><m:msup><m:mn>10</m:mn><m:mrow><m:mo>-</m:mo><m:mn>5</m:mn></m:mrow></m:msup></m:math>&#160;
<div class="formula"><table class="formula"><tr><td class="formula"><m:math display="block">
<m:munderover><m:mo>&#8747;</m:mo><m:mn>0</m:mn><m:mn>1</m:mn></m:munderover><m:mfrac><m:mn>4</m:mn><m:mrow><m:mn>1</m:mn><m:mo>+</m:mo><m:msup><m:mi>x</m:mi><m:mn>2</m:mn></m:msup></m:mrow>
 </m:mfrac><m:mrow><m:mi>d</m:mi><m:mi>x</m:mi></m:mrow><m:mo>=</m:mo><m:mi>&#960;</m:mi><m:mtext>.</m:mtext>
</m:math></td><td class="formula2"/></tr></table></div></div><h3 class="standard"><a class="sec" name="examtext" id="examtext"/>9.1&#160;&#160;Program Text</h3>
<p><a class="verbatimref" href="../../examples/source/d01ahfe.f">Program Text (d01ahfe.f)</a></p><h3 class="standard"><a class="sec" name="examdata" id="examdata"/>9.2&#160;&#160;Program Data</h3>
<div class="paramtext">None.</div><h3 class="standard"><a class="sec" name="examresults" id="examresults"/>9.3&#160;&#160;Program Results</h3>
<p><a class="verbatimref" href="../../examples/baseresults/d01ahfe.r">Program Results (d01ahfe.r)</a></p>
<hr/><div><a class="rout" href="../../pdf/D01/d01ahf.pdf">D01AHF (PDF version)</a></div><div><a class="chap" href="d01conts.xml">D01 Chapter Contents</a></div><div><a class="chapint" href="d01intro.xml">D01 Chapter Introduction</a></div>
<div><a class="htmltoc" href="../FRONTMATTER/manconts.xml">NAG Library Manual</a></div>
<div><hr/><a class="genint" href="../FRONTMATTER/copyright.xml">&#169; The Numerical Algorithms Group Ltd, Oxford, UK. 2009</a></div></body></html>
