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  </script></head><body><hr/><div><a class="rout" href="../../pdf/D01/d01gyf.pdf">D01GYF (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/>D01GYF</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">D01GYF calculates the optimal coefficients, for use by  <a class="rout" href="../D01/d01gcf.xml">D01GCF</a> and <a class="rout" href="../D01/d01gdf.xml">D01GDF</a> for prime numbers of points.</div><h2 class="standard"><a class="sec" name="specification" id="specification"/>2&#160;&#160;Specification</h2>
<table class="fspec"><tr><td class="tdfspec1">SUBROUTINE&#160;D01GYF&#160;(</td><td class="tdfspec2"><a class="arg" href="#NDIM">NDIM</a>, <a class="arg" href="#NPTS">NPTS</a>, <a class="arg" href="#VK">VK</a>, <a class="arg" href="#IFAIL">IFAIL</a>)</td></tr><tr><td class="tdfspec1">INTEGER</td><td class="tdfspec2">NDIM, NPTS, IFAIL</td></tr><tr><td class="tdfspec1"><b><i>double&#160;precision</i></b></td><td class="tdfspec2">VK(NDIM)</td></tr></table><h2 class="standard"><a class="sec" name="description" id="description"/>3&#160;&#160;Description</h2>
<div class="paramtext">The Korobov procedure <a class="ref" href="#ref276">Korobov (1963)</a> for calculating the optimal coefficients <m:math><m:msub><m:mi>a</m:mi><m:mn>1</m:mn></m:msub><m:mo>,</m:mo><m:msub><m:mi>a</m:mi><m:mn>2</m:mn></m:msub><m:mo>,</m:mo><m:mo>&#8230;</m:mo><m:mo>,</m:mo><m:msub><m:mi>a</m:mi><m:mi>n</m:mi></m:msub></m:math>&#160;for <m:math><m:mi>p</m:mi></m:math>-point integration over the <m:math><m:mi>n</m:mi></m:math>-cube <m:math><m:msup><m:mfenced separators="" open="[" close="]"><m:mn>0</m:mn><m:mo>,</m:mo><m:mn>1</m:mn></m:mfenced><m:mi>n</m:mi></m:msup></m:math>&#160;imposes the constraint that

<div class="formula-eqn"><a name="eqn1" id="eqn1"/><table class="formula-eqn"><tr><td class="formula-eqn"><m:math display="block">
<m:msub><m:mi>a</m:mi><m:mn>1</m:mn></m:msub><m:mo>=</m:mo><m:mn>1</m:mn><m:mtext>&#8195; and &#8195;</m:mtext><m:msub><m:mi>a</m:mi><m:mi>i</m:mi></m:msub><m:mo>=</m:mo><m:msup><m:mi>a</m:mi><m:mrow><m:mi>i</m:mi><m:mo>-</m:mo><m:mn>1</m:mn></m:mrow></m:msup><m:mfenced separators=""><m:mrow><m:mi>mod</m:mi><m:mo>&#8289;</m:mo><m:mi>p</m:mi></m:mrow></m:mfenced><m:mtext>, &#8195;</m:mtext><m:mi>i</m:mi><m:mo>=</m:mo><m:mn>1</m:mn><m:mo>,</m:mo><m:mn>2</m:mn><m:mo>,</m:mo><m:mo>&#8230;</m:mo><m:mo>,</m:mo><m:mi>n</m:mi>
</m:math></td><td class="formula-eqn2">
      (1)
     </td></tr></table></div>

where <m:math><m:mi>p</m:mi></m:math>&#160;is a prime number and <m:math><m:mi>a</m:mi></m:math>&#160;is an adjustable parameter.  This parameter is computed to minimize the error in the integral

<div class="formula-eqn"><a name="eqn2" id="eqn2"/><table class="formula-eqn"><tr><td class="formula-eqn"><m:math display="block">
<m:msup><m:mn>3</m:mn><m:mi>n</m:mi></m:msup><m:munderover><m:mo>&#8747;</m:mo><m:mn>0</m:mn><m:mn>1</m:mn></m:munderover><m:mrow><m:mi>d</m:mi><m:msub><m:mi>x</m:mi><m:mn>1</m:mn></m:msub></m:mrow><m:mo>&#8943;</m:mo><m:munderover><m:mo>&#8747;</m:mo><m:mn>0</m:mn><m:mn>1</m:mn></m:munderover><m:mrow><m:mi>d</m:mi><m:msub><m:mi>x</m:mi><m:mi>n</m:mi></m:msub></m:mrow><m:munderover><m:mo>&#8719;</m:mo><m:mrow><m:mi>i</m:mi><m:mo>=</m:mo><m:mn>1</m:mn></m:mrow><m:mi>n</m:mi></m:munderover>  <m:msup>
<m:mfenced separators=""><m:mn>1</m:mn><m:mo>-</m:mo><m:mn>2</m:mn><m:msub><m:mi>x</m:mi><m:mi>i</m:mi></m:msub></m:mfenced>
<m:mn>2</m:mn></m:msup><m:mtext>,</m:mtext>
</m:math></td><td class="formula-eqn2">
      (2)
     </td></tr></table></div>

when computed using the number theoretic rule, and the resulting coefficients can be shown to fit the Korobov definition of optimality.</div><div class="paramtext">The computation for large values of <m:math><m:mi>p</m:mi></m:math>&#160;is extremely time consuming (the number of elementary operations varying as <m:math><m:msup><m:mi>p</m:mi><m:mn>2</m:mn></m:msup></m:math>)  and there is a practical upper limit to the number of points that can be used.  Routine <a class="rout" href="../D01/d01gzf.xml">D01GZF</a> is computationally more economical in this respect but the associated error is likely to be larger.</div><h2 class="standard"><a class="sec" name="references" id="references"/>4&#160;&#160;References</h2><div class="paramtext"><a name="ref276" id="ref276"/>Korobov N M (1963)  <i>Number Theoretic Methods in Approximate Analysis</i> Fizmatgiz, Moscow </div><h2 class="standard"><a class="sec" name="parameters" id="parameters"/>5&#160;&#160;Parameters</h2>
<dl><dt class="paramhead"><a name="NDIM" id="NDIM"/>1: &#160;&#160;&#8194; NDIM &#8211; INTEGER<span class="pclass">Input</span></dt><dd><div class="paramtext"><i>On entry</i>: 

<m:math><m:mi>n</m:mi></m:math>, the number of dimensions of the integral.</div><div class="paramtext"><i>Constraint</i>:
  <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#NDIM"><m:mi mathcolor="#EE0000" mathvariant="bold">NDIM</m:mi></m:maction><m:mo>&#8805;</m:mo><m:mn>1</m:mn></m:math>.
</div></dd><dt class="paramhead"><a name="NPTS" id="NPTS"/>2: &#160;&#160;&#8194; NPTS &#8211; INTEGER<span class="pclass">Input</span></dt><dd><div class="paramtext"><i>On entry</i>: <m:math><m:mi>p</m:mi></m:math>, the number of points to be used.</div><div class="paramtext"><i>Constraint</i>:
  <m:math><m:maction actiontype="link" dsi:type="simple" dsi:href="#NPTS"><m:mi mathcolor="#EE0000" mathvariant="bold">NPTS</m:mi></m:maction></m:math>&#160;must be a prime number <m:math><m:mtext/><m:mo>&#8805;</m:mo><m:mn>5</m:mn></m:math>.
</div></dd><dt class="paramhead"><a name="VK" id="VK"/>3: &#160;&#160;&#8194; VK(<a class="arg" href="#NDIM">NDIM</a>) &#8211; <span class="bitalic">double precision</span> array<span class="pclass">Output</span></dt><dd><div class="paramtext"><i>On exit</i>: the <m:math><m:mi>n</m:mi></m:math>&#160;optimal coefficients.</div></dd><dt class="paramhead"><a name="IFAIL" id="IFAIL"/>4: &#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, if you are not familiar with this parameter, the recommended value is <m:math><m:mn>0</m:mn></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 mathvariant="bold">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">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>
<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="#NDIM"><m:mi mathcolor="#EE0000" mathvariant="bold">NDIM</m:mi></m:maction><m:mo>&lt;</m:mo><m:mn>1</m:mn></m:math>.</td></tr></table>
</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>
<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="#NPTS"><m:mi mathcolor="#EE0000" mathvariant="bold">NPTS</m:mi></m:maction><m:mo>&lt;</m:mo><m:mn>5</m:mn></m:math>.</td></tr></table>
</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"><a class="arg" href="#NPTS">NPTS</a> is not a prime number.</td></tr></table>
</dd>
</dl><dl class="ifail">
<dt class="errorhead"><a name="IFeq4" id="IFeq4"/><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>4</m:mn></m:math></dt>
<dd>
<div class="paramtext">The precision of the machine is insufficient to perform the computation exactly.  Try a smaller value of <a class="arg" href="#NPTS">NPTS</a>, or use an implementation of higher precision.</div>
</dd>
</dl><h2 class="standard"><a class="sec" name="accuracy" id="accuracy"/>7&#160;&#160;Accuracy</h2>
<div class="paramtext">The optimal coefficients are returned as exact integers (though stored in a real array).</div><h2 class="standard"><a class="sec" name="fcomments" id="fcomments"/>8&#160;&#160;Further Comments</h2>
<div class="paramtext">The time taken is approximately proportional to <m:math><m:msup><m:mi>p</m:mi><m:mn>2</m:mn></m:msup></m:math>&#160;(see <a class="sec" href="#description">Section 3</a>).</div><h2 class="standard"><a class="sec" name="example" id="example"/>9&#160;&#160;Example</h2>
<div class="paramtext">This example calculates the Korobov optimal coefficients where the number of dimensions is <m:math><m:mn>4</m:mn></m:math>&#160;and the number of points is <m:math><m:mn>631</m:mn></m:math>.</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/d01gyfe.f">Program Text (d01gyfe.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/d01gyfe.r">Program Results (d01gyfe.r)</a></p>
<hr/><div><a class="rout" href="../../pdf/D01/d01gyf.pdf">D01GYF (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>
