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<h1>moeoNormalizedSolutionVsSolutionBinaryMetric.h</h1><div class="fragment"><pre class="fragment"><a name="l00001"></a>00001 <span class="comment">// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-</span>
<a name="l00002"></a>00002
<a name="l00003"></a>00003 <span class="comment">//-----------------------------------------------------------------------------</span>
<a name="l00004"></a>00004 <span class="comment">// moeoNormalizedSolutionVsSolutionBinaryMetric.h</span>
<a name="l00005"></a>00005 <span class="comment">// (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2007</span>
<a name="l00006"></a>00006 <span class="comment">/*</span>
<a name="l00007"></a>00007 <span class="comment"> This library...</span>
<a name="l00008"></a>00008 <span class="comment"></span>
<a name="l00009"></a>00009 <span class="comment"> Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr</span>
<a name="l00010"></a>00010 <span class="comment"> */</span>
<a name="l00011"></a>00011 <span class="comment">//-----------------------------------------------------------------------------</span>
<a name="l00012"></a>00012
<a name="l00013"></a>00013 <span class="preprocessor">#ifndef MOEONORMALIZEDSOLUTIONVSSOLUTIONBINARYMETRIC_H_</span>
<a name="l00014"></a>00014 <span class="preprocessor"></span><span class="preprocessor">#define MOEONORMALIZEDSOLUTIONVSSOLUTIONBINARYMETRIC_H_</span>
<a name="l00015"></a>00015 <span class="preprocessor"></span>
<a name="l00016"></a>00016 <span class="preprocessor">#include &lt;stdexcept&gt;</span>
<a name="l00017"></a>00017 <span class="preprocessor">#include &lt;metric/moeoMetric.h&gt;</span>
<a name="l00018"></a>00018
<a name="l00019"></a>00019
<a name="l00025"></a>00025 <span class="keyword">template</span> &lt; <span class="keyword">class</span> ObjectiveVector, <span class="keyword">class</span> R &gt;
<a name="l00026"></a><a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html">00026</a> <span class="keyword">class </span><a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html">moeoNormalizedSolutionVsSolutionBinaryMetric</a> : <span class="keyword">public</span> <a class="code" href="classmoeoSolutionVsSolutionBinaryMetric.html">moeoSolutionVsSolutionBinaryMetric</a> &lt; ObjectiveVector, R &gt;
<a name="l00027"></a>00027 {
<a name="l00028"></a>00028 <span class="keyword">public</span>:
<a name="l00029"></a>00029
<a name="l00033"></a><a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#e58174a553269d3e8b0685a1f22b8333">00033</a> <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#e58174a553269d3e8b0685a1f22b8333">moeoNormalizedSolutionVsSolutionBinaryMetric</a>()
<a name="l00034"></a>00034 {
<a name="l00035"></a>00035 <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>.resize(ObjectiveVector::Traits::nObjectives());
<a name="l00036"></a>00036 }
<a name="l00037"></a>00037
<a name="l00038"></a>00038
<a name="l00045"></a><a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#4483614f6a7922b56cfec290afb36afd">00045</a> <span class="keywordtype">void</span> <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#4483614f6a7922b56cfec290afb36afd">setup</a>(<span class="keywordtype">double</span> _min, <span class="keywordtype">double</span> _max, <span class="keywordtype">unsigned</span> _obj)
<a name="l00046"></a>00046 {
<a name="l00047"></a>00047 <span class="keywordflow">if</span> (_min == _max)
<a name="l00048"></a>00048 {
<a name="l00049"></a>00049 _min -= <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#d0ccbdceb71b9d2d6ae8ceec1af9dcdb">tiny</a>();
<a name="l00050"></a>00050 _max += <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#d0ccbdceb71b9d2d6ae8ceec1af9dcdb">tiny</a>();
<a name="l00051"></a>00051 }
<a name="l00052"></a>00052 <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj] = <a class="codeRef" doxygen="eo.doxytag:../../../paradiseo-eo/doc/html/" href="../../../paradiseo-eo/doc/html/classeo_real_interval.html">eoRealInterval</a>(_min, _max);
<a name="l00053"></a>00053 }
<a name="l00054"></a>00054
<a name="l00060"></a><a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#5e72d2dd299c9f7b8b3a8ad09e165e6c">00060</a> <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#4483614f6a7922b56cfec290afb36afd">setup</a>(<a class="codeRef" doxygen="eo.doxytag:../../../paradiseo-eo/doc/html/" href="../../../paradiseo-eo/doc/html/classeo_real_interval.html">eoRealInterval</a> _realInterval, <span class="keywordtype">unsigned</span> _obj)
<a name="l00061"></a>00061 {
<a name="l00062"></a>00062 <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj] = _realInterval;
<a name="l00063"></a>00063 }
<a name="l00064"></a>00064
<a name="l00065"></a>00065
<a name="l00069"></a><a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#d0ccbdceb71b9d2d6ae8ceec1af9dcdb">00069</a> <span class="keyword">static</span> <span class="keywordtype">double</span> <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#d0ccbdceb71b9d2d6ae8ceec1af9dcdb">tiny</a>()
<a name="l00070"></a>00070 {
<a name="l00071"></a>00071 <span class="keywordflow">return</span> 1e-6;
<a name="l00072"></a>00072 }
<a name="l00073"></a>00073
<a name="l00074"></a>00074
<a name="l00075"></a>00075 <span class="keyword">protected</span>:
<a name="l00076"></a>00076
<a name="l00078"></a><a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">00078</a> std::vector &lt; eoRealInterval &gt; <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>;
<a name="l00079"></a>00079
<a name="l00080"></a>00080 };
<a name="l00081"></a>00081
<a name="l00082"></a>00082
<a name="l00088"></a>00088 <span class="keyword">template</span> &lt; <span class="keyword">class</span> ObjectiveVector &gt;
<a name="l00089"></a><a class="code" href="classmoeoAdditiveEpsilonBinaryMetric.html">00089</a> <span class="keyword">class </span><a class="code" href="classmoeoAdditiveEpsilonBinaryMetric.html">moeoAdditiveEpsilonBinaryMetric</a> : <span class="keyword">public</span> <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html">moeoNormalizedSolutionVsSolutionBinaryMetric</a> &lt; ObjectiveVector, double &gt;
<a name="l00090"></a>00090 {
<a name="l00091"></a>00091 <span class="keyword">public</span>:
<a name="l00092"></a>00092
<a name="l00100"></a><a class="code" href="classmoeoAdditiveEpsilonBinaryMetric.html#545aa2c8e6dd93084276763c9d8a3709">00100</a> <span class="keywordtype">double</span> <a class="code" href="classmoeoAdditiveEpsilonBinaryMetric.html#545aa2c8e6dd93084276763c9d8a3709">operator()</a>(<span class="keyword">const</span> ObjectiveVector &amp; _o1, <span class="keyword">const</span> ObjectiveVector &amp; _o2)
<a name="l00101"></a>00101 {
<a name="l00102"></a>00102 <span class="comment">// computation of the epsilon value for the first objective</span>
<a name="l00103"></a>00103 <span class="keywordtype">double</span> result = <a class="code" href="classmoeoAdditiveEpsilonBinaryMetric.html#482422577aa466d1605f4067dbf233c5">epsilon</a>(_o1, _o2, 0);
<a name="l00104"></a>00104 <span class="comment">// computation of the epsilon value for the other objectives</span>
<a name="l00105"></a>00105 <span class="keywordtype">double</span> tmp;
<a name="l00106"></a>00106 <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> i=1; i&lt;ObjectiveVector::Traits::nObjectives(); i++)
<a name="l00107"></a>00107 {
<a name="l00108"></a>00108 tmp = <a class="code" href="classmoeoAdditiveEpsilonBinaryMetric.html#482422577aa466d1605f4067dbf233c5">epsilon</a>(_o1, _o2, i);
<a name="l00109"></a>00109 result = std::max(result, tmp);
<a name="l00110"></a>00110 }
<a name="l00111"></a>00111 <span class="comment">// returns the maximum epsilon value</span>
<a name="l00112"></a>00112 <span class="keywordflow">return</span> result;
<a name="l00113"></a>00113 }
<a name="l00114"></a>00114
<a name="l00115"></a>00115
<a name="l00116"></a>00116 <span class="keyword">private</span>:
<a name="l00117"></a>00117
<a name="l00119"></a>00119 <span class="keyword">using</span> moeoNormalizedSolutionVsSolutionBinaryMetric &lt; ObjectiveVector, double &gt;<a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38"> :: bounds</a>;
<a name="l00120"></a>00120
<a name="l00121"></a>00121
<a name="l00129"></a><a class="code" href="classmoeoAdditiveEpsilonBinaryMetric.html#482422577aa466d1605f4067dbf233c5">00129</a> <span class="keywordtype">double</span> <a class="code" href="classmoeoAdditiveEpsilonBinaryMetric.html#482422577aa466d1605f4067dbf233c5">epsilon</a>(<span class="keyword">const</span> ObjectiveVector &amp; _o1, <span class="keyword">const</span> ObjectiveVector &amp; _o2, <span class="keyword">const</span> <span class="keywordtype">unsigned</span> _obj)
<a name="l00130"></a>00130 {
<a name="l00131"></a>00131 <span class="keywordtype">double</span> result;
<a name="l00132"></a>00132 <span class="comment">// if the objective _obj have to be minimized</span>
<a name="l00133"></a>00133 <span class="keywordflow">if</span> (ObjectiveVector::Traits::minimizing(_obj))
<a name="l00134"></a>00134 {
<a name="l00135"></a>00135 <span class="comment">// _o1[_obj] - _o2[_obj]</span>
<a name="l00136"></a>00136 result = ( (_o1[_obj] - <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj].minimum()) / <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj].range() ) - ( (_o2[_obj] - <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj].minimum()) / <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj].range() );
<a name="l00137"></a>00137 }
<a name="l00138"></a>00138 <span class="comment">// if the objective _obj have to be maximized</span>
<a name="l00139"></a>00139 <span class="keywordflow">else</span>
<a name="l00140"></a>00140 {
<a name="l00141"></a>00141 <span class="comment">// _o2[_obj] - _o1[_obj]</span>
<a name="l00142"></a>00142 result = ( (_o2[_obj] - <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj].minimum()) / <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj].range() ) - ( (_o1[_obj] - <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj].minimum()) / <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj].range() );
<a name="l00143"></a>00143 }
<a name="l00144"></a>00144 <span class="keywordflow">return</span> result;
<a name="l00145"></a>00145 }
<a name="l00146"></a>00146
<a name="l00147"></a>00147 };
<a name="l00148"></a>00148
<a name="l00149"></a>00149
<a name="l00158"></a>00158 <span class="keyword">template</span> &lt; <span class="keyword">class</span> ObjectiveVector &gt;
<a name="l00159"></a><a class="code" href="classmoeoHypervolumeBinaryMetric.html">00159</a> <span class="keyword">class </span><a class="code" href="classmoeoHypervolumeBinaryMetric.html">moeoHypervolumeBinaryMetric</a> : <span class="keyword">public</span> <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html">moeoNormalizedSolutionVsSolutionBinaryMetric</a> &lt; ObjectiveVector, double &gt;
<a name="l00160"></a>00160 {
<a name="l00161"></a>00161 <span class="keyword">public</span>:
<a name="l00162"></a>00162
<a name="l00167"></a><a class="code" href="classmoeoHypervolumeBinaryMetric.html#01a07711a7c9f38cdc2c76e40a3c5958">00167</a> <a class="code" href="classmoeoHypervolumeBinaryMetric.html#01a07711a7c9f38cdc2c76e40a3c5958">moeoHypervolumeBinaryMetric</a>(<span class="keywordtype">double</span> _rho = 1.1) : <a class="code" href="classmoeoHypervolumeBinaryMetric.html#2498b6010719249121e3a371978d927b">rho</a>(_rho)
<a name="l00168"></a>00168 {
<a name="l00169"></a>00169 <span class="comment">// not-a-maximization problem check</span>
<a name="l00170"></a>00170 <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> i=0; i&lt;ObjectiveVector::Traits::nObjectives(); i++)
<a name="l00171"></a>00171 {
<a name="l00172"></a>00172 <span class="keywordflow">if</span> (ObjectiveVector::Traits::maximizing(i))
<a name="l00173"></a>00173 {
<a name="l00174"></a>00174 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Hypervolume binary metric not yet implemented for a maximization problem in moeoHypervolumeBinaryMetric"</span>);
<a name="l00175"></a>00175 }
<a name="l00176"></a>00176 }
<a name="l00177"></a>00177 <span class="comment">// consistency check</span>
<a name="l00178"></a>00178 <span class="keywordflow">if</span> (<a class="code" href="classmoeoHypervolumeBinaryMetric.html#2498b6010719249121e3a371978d927b">rho</a> &lt; 1)
<a name="l00179"></a>00179 {
<a name="l00180"></a>00180 cout &lt;&lt; <span class="stringliteral">"Warning, value used to compute the reference point rho for the hypervolume calculation must not be smaller than 1"</span> &lt;&lt; endl;
<a name="l00181"></a>00181 cout &lt;&lt; <span class="stringliteral">"Adjusted to 1"</span> &lt;&lt; endl;
<a name="l00182"></a>00182 <a class="code" href="classmoeoHypervolumeBinaryMetric.html#2498b6010719249121e3a371978d927b">rho</a> = 1;
<a name="l00183"></a>00183 }
<a name="l00184"></a>00184 }
<a name="l00185"></a>00185
<a name="l00186"></a>00186
<a name="l00193"></a><a class="code" href="classmoeoHypervolumeBinaryMetric.html#c147309a5ba6b365be926e6083c5b9f2">00193</a> <span class="keywordtype">double</span> <a class="code" href="classmoeoHypervolumeBinaryMetric.html#c147309a5ba6b365be926e6083c5b9f2">operator()</a>(<span class="keyword">const</span> ObjectiveVector &amp; _o1, <span class="keyword">const</span> ObjectiveVector &amp; _o2)
<a name="l00194"></a>00194 {
<a name="l00195"></a>00195 <span class="keywordtype">double</span> result;
<a name="l00196"></a>00196 <span class="comment">// if _o1 dominates _o2</span>
<a name="l00197"></a>00197 <span class="keywordflow">if</span> ( <a class="code" href="classmoeoHypervolumeBinaryMetric.html#2bbeb34a5bfde25b9eadc7eca899906e">paretoComparator</a>(_o1,_o2) )
<a name="l00198"></a>00198 {
<a name="l00199"></a>00199 result = - <a class="code" href="classmoeoHypervolumeBinaryMetric.html#f8253e7b209fe5d985c389c9dc4dce34">hypervolume</a>(_o1, _o2, ObjectiveVector::Traits::nObjectives()-1);
<a name="l00200"></a>00200 }
<a name="l00201"></a>00201 <span class="keywordflow">else</span>
<a name="l00202"></a>00202 {
<a name="l00203"></a>00203 result = <a class="code" href="classmoeoHypervolumeBinaryMetric.html#f8253e7b209fe5d985c389c9dc4dce34">hypervolume</a>(_o2, _o1, ObjectiveVector::Traits::nObjectives()-1);
<a name="l00204"></a>00204 }
<a name="l00205"></a>00205 <span class="keywordflow">return</span> result;
<a name="l00206"></a>00206 }
<a name="l00207"></a>00207
<a name="l00208"></a>00208
<a name="l00209"></a>00209 <span class="keyword">private</span>:
<a name="l00210"></a>00210
<a name="l00212"></a><a class="code" href="classmoeoHypervolumeBinaryMetric.html#2498b6010719249121e3a371978d927b">00212</a> <span class="keywordtype">double</span> <a class="code" href="classmoeoHypervolumeBinaryMetric.html#2498b6010719249121e3a371978d927b">rho</a>;
<a name="l00214"></a>00214 <span class="keyword">using</span> moeoNormalizedSolutionVsSolutionBinaryMetric &lt; ObjectiveVector, double &gt;<a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38"> :: bounds</a>;
<a name="l00216"></a><a class="code" href="classmoeoHypervolumeBinaryMetric.html#2bbeb34a5bfde25b9eadc7eca899906e">00216</a> moeoParetoObjectiveVectorComparator &lt; ObjectiveVector &gt; <a class="code" href="classmoeoHypervolumeBinaryMetric.html#2bbeb34a5bfde25b9eadc7eca899906e">paretoComparator</a>;
<a name="l00217"></a>00217
<a name="l00225"></a><a class="code" href="classmoeoHypervolumeBinaryMetric.html#f8253e7b209fe5d985c389c9dc4dce34">00225</a> <span class="keywordtype">double</span> <a class="code" href="classmoeoHypervolumeBinaryMetric.html#f8253e7b209fe5d985c389c9dc4dce34">hypervolume</a>(<span class="keyword">const</span> ObjectiveVector &amp; _o1, <span class="keyword">const</span> ObjectiveVector &amp; _o2, <span class="keyword">const</span> <span class="keywordtype">unsigned</span> _obj, <span class="keyword">const</span> <span class="keywordtype">bool</span> _flag = <span class="keyword">false</span>)
<a name="l00226"></a>00226 {
<a name="l00227"></a>00227 <span class="keywordtype">double</span> result;
<a name="l00228"></a>00228 <span class="keywordtype">double</span> range = <a class="code" href="classmoeoHypervolumeBinaryMetric.html#2498b6010719249121e3a371978d927b">rho</a> * <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj].range();
<a name="l00229"></a>00229 <span class="keywordtype">double</span> max = <a class="code" href="classmoeoNormalizedSolutionVsSolutionBinaryMetric.html#81bff9a83c74f7f7f8a1db28c09c4c38">bounds</a>[_obj].minimum() + range;
<a name="l00230"></a>00230 <span class="comment">// value of _1 for the objective _obj</span>
<a name="l00231"></a>00231 <span class="keywordtype">double</span> v1 = _o1[_obj];
<a name="l00232"></a>00232 <span class="comment">// value of _2 for the objective _obj (if _flag=true, v2=max)</span>
<a name="l00233"></a>00233 <span class="keywordtype">double</span> v2;
<a name="l00234"></a>00234 <span class="keywordflow">if</span> (_flag)
<a name="l00235"></a>00235 {
<a name="l00236"></a>00236 v2 = max;
<a name="l00237"></a>00237 }
<a name="l00238"></a>00238 <span class="keywordflow">else</span>
<a name="l00239"></a>00239 {
<a name="l00240"></a>00240 v2 = _o2[_obj];
<a name="l00241"></a>00241 }
<a name="l00242"></a>00242 <span class="comment">// computation of the volume</span>
<a name="l00243"></a>00243 <span class="keywordflow">if</span> (_obj == 0)
<a name="l00244"></a>00244 {
<a name="l00245"></a>00245 <span class="keywordflow">if</span> (v1 &lt; v2)
<a name="l00246"></a>00246 {
<a name="l00247"></a>00247 result = (v2 - v1) / range;
<a name="l00248"></a>00248 }
<a name="l00249"></a>00249 <span class="keywordflow">else</span>
<a name="l00250"></a>00250 {
<a name="l00251"></a>00251 result = 0;
<a name="l00252"></a>00252 }
<a name="l00253"></a>00253 }
<a name="l00254"></a>00254 <span class="keywordflow">else</span>
<a name="l00255"></a>00255 {
<a name="l00256"></a>00256 <span class="keywordflow">if</span> (v1 &lt; v2)
<a name="l00257"></a>00257 {
<a name="l00258"></a>00258 result = ( <a class="code" href="classmoeoHypervolumeBinaryMetric.html#f8253e7b209fe5d985c389c9dc4dce34">hypervolume</a>(_o1, _o2, _obj-1, <span class="keyword">true</span>) * (v2 - v1) / range ) + ( <a class="code" href="classmoeoHypervolumeBinaryMetric.html#f8253e7b209fe5d985c389c9dc4dce34">hypervolume</a>(_o1, _o2, _obj-1) * (max - v2) / range );
<a name="l00259"></a>00259 }
<a name="l00260"></a>00260 <span class="keywordflow">else</span>
<a name="l00261"></a>00261 {
<a name="l00262"></a>00262 result = <a class="code" href="classmoeoHypervolumeBinaryMetric.html#f8253e7b209fe5d985c389c9dc4dce34">hypervolume</a>(_o1, _o2, _obj-1) * (max - v2) / range;
<a name="l00263"></a>00263 }
<a name="l00264"></a>00264 }
<a name="l00265"></a>00265 <span class="keywordflow">return</span> result;
<a name="l00266"></a>00266 }
<a name="l00267"></a>00267
<a name="l00268"></a>00268 };
<a name="l00269"></a>00269
<a name="l00270"></a>00270
<a name="l00271"></a>00271 <span class="preprocessor">#endif </span><span class="comment">/*MOEONORMALIZEDSOLUTIONVSSOLUTIONBINARYMETRIC_H_*/</span>
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