| 1 | 1 <html> | 
|  | 2 <head> | 
|  | 3 <title>MayaChemTools:Code:Graph::CyclesDetection.pm</title> | 
|  | 4 <meta http-equiv="content-type" content="text/html;charset=utf-8"> | 
|  | 5 <link rel="stylesheet" type="text/css" href="../../../css/MayaChemToolsCode.css"> | 
|  | 6 </head> | 
|  | 7 <body leftmargin="20" rightmargin="20" topmargin="10" bottommargin="10"> | 
|  | 8 <br/> | 
|  | 9 <center> | 
|  | 10 <a href="http://www.mayachemtools.org" title="MayaChemTools Home"><img src="../../../images/MayaChemToolsLogo.gif" border="0" alt="MayaChemTools"></a> | 
|  | 11 </center> | 
|  | 12 <br/> | 
|  | 13 <pre> | 
|  | 14 <a name="package-Graph::CyclesDetection-"></a>   1 <span class="k">package </span><span class="i">Graph::CyclesDetection</span><span class="sc">;</span> | 
|  | 15    2 <span class="c">#</span> | 
|  | 16    3 <span class="c"># $RCSfile: CyclesDetection.pm,v $</span> | 
|  | 17    4 <span class="c"># $Date: 2015/02/28 20:49:06 $</span> | 
|  | 18    5 <span class="c"># $Revision: 1.27 $</span> | 
|  | 19    6 <span class="c">#</span> | 
|  | 20    7 <span class="c"># Author: Manish Sud <msud@san.rr.com></span> | 
|  | 21    8 <span class="c">#</span> | 
|  | 22    9 <span class="c"># Copyright (C) 2015 Manish Sud. All rights reserved.</span> | 
|  | 23   10 <span class="c">#</span> | 
|  | 24   11 <span class="c"># This file is part of MayaChemTools.</span> | 
|  | 25   12 <span class="c">#</span> | 
|  | 26   13 <span class="c"># MayaChemTools is free software; you can redistribute it and/or modify it under</span> | 
|  | 27   14 <span class="c"># the terms of the GNU Lesser General Public License as published by the Free</span> | 
|  | 28   15 <span class="c"># Software Foundation; either version 3 of the License, or (at your option) any</span> | 
|  | 29   16 <span class="c"># later version.</span> | 
|  | 30   17 <span class="c">#</span> | 
|  | 31   18 <span class="c"># MayaChemTools is distributed in the hope that it will be useful, but without</span> | 
|  | 32   19 <span class="c"># any warranty; without even the implied warranty of merchantability of fitness</span> | 
|  | 33   20 <span class="c"># for a particular purpose.  See the GNU Lesser General Public License for more</span> | 
|  | 34   21 <span class="c"># details.</span> | 
|  | 35   22 <span class="c">#</span> | 
|  | 36   23 <span class="c"># You should have received a copy of the GNU Lesser General Public License</span> | 
|  | 37   24 <span class="c"># along with MayaChemTools; if not, see <http://www.gnu.org/licenses/> or</span> | 
|  | 38   25 <span class="c"># write to the Free Software Foundation Inc., 59 Temple Place, Suite 330,</span> | 
|  | 39   26 <span class="c"># Boston, MA, 02111-1307, USA.</span> | 
|  | 40   27 <span class="c">#</span> | 
|  | 41   28 | 
|  | 42   29 <span class="k">use</span> <span class="w">strict</span><span class="sc">;</span> | 
|  | 43   30 <span class="k">use</span> <span class="w">Carp</span><span class="sc">;</span> | 
|  | 44   31 <span class="k">use</span> <span class="w">Exporter</span><span class="sc">;</span> | 
|  | 45   32 <span class="k">use</span> <span class="w">Graph</span><span class="sc">;</span> | 
|  | 46   33 <span class="k">use</span> <span class="w">Graph::Path</span><span class="sc">;</span> | 
|  | 47   34 <span class="k">use</span> <span class="w">Graph::PathGraph</span><span class="sc">;</span> | 
|  | 48   35 <span class="k">use</span> <span class="w">BitVector</span><span class="sc">;</span> | 
|  | 49   36 | 
|  | 50   37 <span class="k">use</span> <span class="w">vars</span> <span class="q">qw(@ISA @EXPORT @EXPORT_OK %EXPORT_TAGS)</span><span class="sc">;</span> | 
|  | 51   38 | 
|  | 52   39 <span class="i">@ISA</span> = <span class="q">qw(Exporter)</span><span class="sc">;</span> | 
|  | 53   40 <span class="i">@EXPORT</span> = <span class="q">qw()</span><span class="sc">;</span> | 
|  | 54   41 <span class="i">@EXPORT_OK</span> = <span class="q">qw()</span><span class="sc">;</span> | 
|  | 55   42 | 
|  | 56   43 <span class="i">%EXPORT_TAGS</span> = <span class="s">(</span><span class="w">all</span>  <span class="cm">=></span> <span class="s">[</span><span class="i">@EXPORT</span><span class="cm">,</span> <span class="i">@EXPORT_OK</span><span class="s">]</span><span class="s">)</span><span class="sc">;</span> | 
|  | 57   44 | 
|  | 58   45 <span class="c"># Setup class variables...</span> | 
|  | 59   46 <span class="k">my</span><span class="s">(</span><span class="i">$ClassName</span><span class="s">)</span><span class="sc">;</span> | 
|  | 60   47 <span class="i">_InitializeClass</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 61   48 | 
|  | 62   49 <span class="c"># Overload Perl functions...</span> | 
|  | 63   50 <span class="k">use</span> <span class="w">overload</span> <span class="q">'""'</span> <span class="cm">=></span> <span class="q">'StringifyCyclesDetection'</span><span class="sc">;</span> | 
|  | 64   51 | 
|  | 65   52 <span class="c"># Class constructor...</span> | 
|  | 66 <a name="new-"></a>  53 <span class="k">sub </span><span class="m">new</span> <span class="s">{</span> | 
|  | 67   54   <span class="k">my</span><span class="s">(</span><span class="i">$Class</span><span class="cm">,</span> <span class="i">$Graph</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 68   55 | 
|  | 69   56   <span class="c"># Initialize object...</span> | 
|  | 70   57   <span class="k">my</span> <span class="i">$This</span> = <span class="s">{</span><span class="s">}</span><span class="sc">;</span> | 
|  | 71   58   <span class="k">bless</span> <span class="i">$This</span><span class="cm">,</span> <span class="k">ref</span><span class="s">(</span><span class="i">$Class</span><span class="s">)</span> || <span class="i">$Class</span><span class="sc">;</span> | 
|  | 72   59   <span class="i">$This</span><span class="i">->_InitializeCyclesDetection</span><span class="s">(</span><span class="i">$Graph</span><span class="s">)</span><span class="sc">;</span> | 
|  | 73   60 | 
|  | 74   61   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 75   62 <span class="s">}</span> | 
|  | 76   63 | 
|  | 77   64 <span class="c"># Initialize object data...</span> | 
|  | 78 <a name="_InitializeCyclesDetection-"></a>  65 <span class="k">sub </span><span class="m">_InitializeCyclesDetection</span> <span class="s">{</span> | 
|  | 79   66   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$Graph</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 80   67 | 
|  | 81   68   <span class="i">$This</span>->{<span class="w">Graph</span>} = <span class="i">$Graph</span><span class="sc">;</span> | 
|  | 82   69 | 
|  | 83   70   <span class="c"># Cycles list...</span> | 
|  | 84   71   <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 85   72 | 
|  | 86   73   <span class="c"># Cyclic paths which are not part of any other cycle...</span> | 
|  | 87   74   <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">IndependentCyclicPaths</span>}} = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 88   75 | 
|  | 89   76   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 90   77 <span class="s">}</span> | 
|  | 91   78 | 
|  | 92   79 <span class="c"># Initialize class ...</span> | 
|  | 93 <a name="_InitializeClass-"></a>  80 <span class="k">sub </span><span class="m">_InitializeClass</span> <span class="s">{</span> | 
|  | 94   81   <span class="c">#Class name...</span> | 
|  | 95   82   <span class="i">$ClassName</span> = <span class="w">__PACKAGE__</span><span class="sc">;</span> | 
|  | 96   83 <span class="s">}</span> | 
|  | 97   84 | 
|  | 98   85 <span class="c"># Detect all cycles in graph...</span> | 
|  | 99   86 <span class="c">#</span> | 
|  | 100 <a name="DetectCycles-"></a>  87 <span class="k">sub </span><span class="m">DetectCycles</span> <span class="s">{</span> | 
|  | 101   88   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 102   89 | 
|  | 103   90   <span class="k">return</span> <span class="i">$This</span><span class="i">->DetectCyclesUsingCollapsingPathGraphMethodology</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 104   91 <span class="s">}</span> | 
|  | 105   92 | 
|  | 106   93 <span class="c"># Detect all cycles in the graph using collapsing path graph [Ref 31] methodology...</span> | 
|  | 107   94 <span class="c">#</span> | 
|  | 108   95 <span class="c"># Note:</span> | 
|  | 109   96 <span class="c">#   . For topologically complex graphs containing large number of cycles,</span> | 
|  | 110   97 <span class="c">#     CollapseVertexAndCollectCyclicPathsDetectCycles method implemented in</span> | 
|  | 111   98 <span class="c">#     PathGraph can time out in which case no cycles are detected or</span> | 
|  | 112   99 <span class="c">#     assigned.</span> | 
|  | 113  100 <span class="c">#</span> | 
|  | 114 <a name="DetectCyclesUsingCollapsingPathGraphMethodology-"></a> 101 <span class="k">sub </span><span class="m">DetectCyclesUsingCollapsingPathGraphMethodology</span> <span class="s">{</span> | 
|  | 115  102   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 116  103   <span class="k">my</span><span class="s">(</span><span class="i">$PathGraph</span><span class="s">)</span><span class="sc">;</span> | 
|  | 117  104 | 
|  | 118  105   <span class="c"># Create a path graph...</span> | 
|  | 119  106   <span class="i">$PathGraph</span> = <span class="i">new</span> <span class="i">Graph::PathGraph</span><span class="s">(</span><span class="i">$This</span>->{<span class="w">Graph</span>}<span class="s">)</span><span class="sc">;</span> | 
|  | 120  107 | 
|  | 121  108   <span class="c"># For a vertex to be in a cycle, its degree must be >=2. So delete vertices recursively</span> | 
|  | 122  109   <span class="c"># till all vertices with degree less than 2 have been deleted...</span> | 
|  | 123  110   <span class="i">$PathGraph</span><span class="i">->DeleteVerticesWithDegreeLessThan</span><span class="s">(</span><span class="n">2</span><span class="s">)</span><span class="sc">;</span> | 
|  | 124  111 | 
|  | 125  112   <span class="c"># Setup a VertexID and EdgeID to index map usage during retrieval of independent cycles to</span> | 
|  | 126  113   <span class="c"># avoid going over all vertices in all cylic paths later...</span> | 
|  | 127  114   <span class="c">#</span> | 
|  | 128  115   <span class="k">my</span><span class="s">(</span><span class="i">$VertexIDsToIndicesRef</span><span class="cm">,</span> <span class="i">$LargestVertexIndex</span><span class="cm">,</span> <span class="i">$EdgeIDsToIndicesRef</span><span class="cm">,</span> <span class="i">$LargestEdgeIDIndex</span><span class="s">)</span><span class="sc">;</span> | 
|  | 129  116   <span class="s">(</span><span class="i">$VertexIDsToIndicesRef</span><span class="cm">,</span> <span class="i">$LargestVertexIndex</span><span class="s">)</span> = <span class="i">$This</span><span class="i">->_SetupVertexIDsToIndicesMap</span><span class="s">(</span><span class="i">$PathGraph</span><span class="s">)</span><span class="sc">;</span> | 
|  | 130  117   <span class="s">(</span><span class="i">$EdgeIDsToIndicesRef</span><span class="cm">,</span> <span class="i">$LargestEdgeIDIndex</span><span class="s">)</span> = <span class="i">$This</span><span class="i">->_SetupEdgeIDsToIndicesMap</span><span class="s">(</span><span class="i">$PathGraph</span><span class="s">)</span><span class="sc">;</span> | 
|  | 131  118 | 
|  | 132  119   <span class="c"># Recursively collapse vertices with lowest degree...</span> | 
|  | 133  120   <span class="k">my</span><span class="s">(</span><span class="i">$VertexID</span><span class="cm">,</span> <span class="i">$CycleVertexID</span><span class="s">)</span><span class="sc">;</span> | 
|  | 134  121   <span class="k">while</span> <span class="s">(</span><span class="i">$VertexID</span> = <span class="i">$PathGraph</span><span class="i">->GetVertexWithSmallestDegree</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 135  122       <span class="k">if</span> <span class="s">(</span>!<span class="i">$PathGraph</span><span class="i">->CollapseVertexAndCollectCyclicPaths</span><span class="s">(</span><span class="i">$VertexID</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 136  123         <span class="c"># Cycles detection didn't finish...</span> | 
|  | 137  124         <span class="k">return</span> <span class="k">undef</span><span class="sc">;</span> | 
|  | 138  125       <span class="s">}</span> | 
|  | 139  126   <span class="s">}</span> | 
|  | 140  127 | 
|  | 141  128   <span class="c"># Get detected cycles and save 'em sorted by size...</span> | 
|  | 142  129   <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}}<span class="cm">,</span> <span class="k">sort</span> <span class="s">{</span> <span class="i">$a</span><span class="i">->GetLength</span><span class="s">(</span><span class="s">)</span> <=> <span class="i">$b</span><span class="i">->GetLength</span><span class="s">(</span><span class="s">)</span> <span class="s">}</span> <span class="i">$PathGraph</span><span class="i">->GetCyclicPaths</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 143  130 | 
|  | 144  131   <span class="c"># Retrieve independent cyclic paths...</span> | 
|  | 145  132   <span class="k">return</span> <span class="i">$This</span><span class="i">->_RetrieveIndependentCycles</span><span class="s">(</span><span class="i">$VertexIDsToIndicesRef</span><span class="cm">,</span> <span class="i">$LargestVertexIndex</span><span class="cm">,</span> <span class="i">$EdgeIDsToIndicesRef</span><span class="cm">,</span> <span class="i">$LargestEdgeIDIndex</span><span class="s">)</span><span class="sc">;</span> | 
|  | 146  133 <span class="s">}</span> | 
|  | 147  134 | 
|  | 148  135 <span class="c"># Retrieve and save independent cyclic paths...</span> | 
|  | 149  136 <span class="c">#</span> | 
|  | 150  137 <span class="c"># Set of independent cycles identified using this method doesn't correspond to basis set of</span> | 
|  | 151  138 <span class="c"># rings or smallest set of smallest rings (SSSR) [ Refs 29-30 ]; instead, set of cycles identified</span> | 
|  | 152  139 <span class="c"># as independent cycles simply correspond to cycles which contain no other cycle as their</span> | 
|  | 153  140 <span class="c"># subcycles and can't be described as linear combination of smaller cycles. And it also happen</span> | 
|  | 154  141 <span class="c"># to contain all the rings in basis set of rings and SSSR. In other words, it's a superset of basis set</span> | 
|  | 155  142 <span class="c"># of cycles and SSSR. For example, six four membered cycles are identified for cubane which is one</span> | 
|  | 156  143 <span class="c"># more than the basis set of cycles.</span> | 
|  | 157  144 <span class="c">#</span> | 
|  | 158 <a name="_RetrieveIndependentCycles-"></a> 145 <span class="k">sub </span><span class="m">_RetrieveIndependentCycles</span> <span class="s">{</span> | 
|  | 159  146   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$VertexIDsToIndicesRef</span><span class="cm">,</span> <span class="i">$LargestVertexIndex</span><span class="cm">,</span> <span class="i">$EdgeIDsToIndicesRef</span><span class="cm">,</span> <span class="i">$LargestEdgeIDIndex</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 160  147 | 
|  | 161  148   <span class="c"># Only 1 or 0 cyclic paths...</span> | 
|  | 162  149   <span class="k">if</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}} <= <span class="n">1</span><span class="s">)</span> <span class="s">{</span> | 
|  | 163  150     <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">IndependentCyclicPaths</span>}}<span class="cm">,</span> <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}}<span class="sc">;</span> | 
|  | 164  151     <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 165  152   <span class="s">}</span> | 
|  | 166  153 | 
|  | 167  154   <span class="c"># Setup bit vectors for each cyclic path with size of each bit vector corresponding to</span> | 
|  | 168  155   <span class="c"># maximum vertex index plus one...</span> | 
|  | 169  156   <span class="k">my</span><span class="s">(</span><span class="i">$CyclicPath</span><span class="cm">,</span> <span class="i">$BitVector</span><span class="cm">,</span> <span class="i">@BitNums</span><span class="cm">,</span> <span class="i">@CyclicPathBitVectors</span><span class="cm">,</span> <span class="i">@CyclicPathEdgeIDsBitVectors</span><span class="s">)</span><span class="sc">;</span> | 
|  | 170  157 | 
|  | 171  158   <span class="i">@CyclicPathBitVectors</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> <span class="i">@CyclicPathEdgeIDsBitVectors</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 172  159 | 
|  | 173  160   <span class="c"># Set bits corresponding to VertexIDs EdgeIDs using their indices...</span> | 
|  | 174  161   <span class="k">for</span> <span class="i">$CyclicPath</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 175  162     <span class="i">$BitVector</span> = <span class="i">new</span> <span class="i">BitVector</span><span class="s">(</span><span class="i">$LargestVertexIndex</span><span class="s">)</span><span class="sc">;</span> | 
|  | 176  163     <span class="i">@BitNums</span> = <span class="k">map</span> <span class="s">{</span> <span class="i">$VertexIDsToIndicesRef</span>->{<span class="i">$_</span>} <span class="s">}</span> <span class="i">$CyclicPath</span><span class="i">->GetVertices</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 177  164     <span class="i">$BitVector</span><span class="i">->SetBits</span><span class="s">(</span><span class="i">@BitNums</span><span class="s">)</span><span class="sc">;</span> | 
|  | 178  165     <span class="k">push</span> <span class="i">@CyclicPathBitVectors</span><span class="cm">,</span> <span class="i">$BitVector</span><span class="sc">;</span> | 
|  | 179  166 | 
|  | 180  167     <span class="i">$BitVector</span> = <span class="i">new</span> <span class="i">BitVector</span><span class="s">(</span><span class="i">$LargestEdgeIDIndex</span><span class="s">)</span><span class="sc">;</span> | 
|  | 181  168     <span class="i">@BitNums</span> = <span class="k">map</span> <span class="s">{</span> <span class="i">$EdgeIDsToIndicesRef</span>->{<span class="i">$_</span>} <span class="s">}</span> <span class="i">$This</span><span class="i">->_GetPathEdgeIDs</span><span class="s">(</span><span class="i">$CyclicPath</span><span class="s">)</span><span class="sc">;</span> | 
|  | 182  169     <span class="i">$BitVector</span><span class="i">->SetBits</span><span class="s">(</span><span class="i">@BitNums</span><span class="s">)</span><span class="sc">;</span> | 
|  | 183  170     <span class="k">push</span> <span class="i">@CyclicPathEdgeIDsBitVectors</span><span class="cm">,</span> <span class="i">$BitVector</span><span class="sc">;</span> | 
|  | 184  171   <span class="s">}</span> | 
|  | 185  172 | 
|  | 186  173   <span class="c"># First smallest cyclic path always ends up as an independent cyclic path...</span> | 
|  | 187  174   <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">IndependentCyclicPaths</span>}}<span class="cm">,</span> <span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}[<span class="n">0</span>]<span class="sc">;</span> | 
|  | 188  175 | 
|  | 189  176   <span class="c"># Retrieve other independent cyclic paths...</span> | 
|  | 190  177   <span class="k">my</span><span class="s">(</span><span class="i">$CurrentIndex</span><span class="cm">,</span> <span class="i">$PreviousIndex</span><span class="cm">,</span> <span class="i">$CurrentCyclicPath</span><span class="cm">,</span> <span class="i">$PreviousCyclicPath</span><span class="cm">,</span> <span class="i">$CurrentPathLength</span><span class="cm">,</span> <span class="i">$PreviousPathLength</span><span class="cm">,</span> <span class="i">$CurrentBitVector</span><span class="cm">,</span> <span class="i">$PreviousBitVector</span><span class="cm">,</span> <span class="i">$CurrentAndPreviousBitVectpor</span><span class="cm">,</span> <span class="i">$AllPreviousSmallerPathsBitVector</span><span class="cm">,</span> <span class="i">$AllPreviousSmallerPathsEdgeIDsBitVector</span><span class="cm">,</span> <span class="i">$CurrentEdgeIDsBitVector</span><span class="cm">,</span> <span class="i">$AndBitVector</span><span class="cm">,</span> <span class="i">%SmallerPathAlreadyAdded</span><span class="cm">,</span> <span class="i">%SkipPath</span><span class="s">)</span><span class="sc">;</span> | 
|  | 191  178 | 
|  | 192  179   <span class="i">%SkipPath</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 193  180   <span class="i">%SmallerPathAlreadyAdded</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 194  181   <span class="i">$AllPreviousSmallerPathsBitVector</span> = <span class="i">new</span> <span class="i">BitVector</span><span class="s">(</span><span class="i">$LargestVertexIndex</span><span class="s">)</span><span class="sc">;</span> | 
|  | 195  182   <span class="i">$AllPreviousSmallerPathsEdgeIDsBitVector</span> = <span class="i">new</span> <span class="i">BitVector</span><span class="s">(</span><span class="i">$LargestEdgeIDIndex</span><span class="s">)</span><span class="sc">;</span> | 
|  | 196  183 | 
|  | 197  184   <span class="j">CURRENT:</span> <span class="k">for</span> <span class="i">$CurrentIndex</span> <span class="s">(</span><span class="n">1</span> .. <span class="i">$#</span>{<span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 198  185     <span class="k">if</span> <span class="s">(</span><span class="k">exists</span> <span class="i">$SkipPath</span>{<span class="i">$CurrentIndex</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 199  186       <span class="k">next</span> <span class="j">CURRENT</span><span class="sc">;</span> | 
|  | 200  187     <span class="s">}</span> | 
|  | 201  188     <span class="i">$CurrentCyclicPath</span> = <span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}[<span class="i">$CurrentIndex</span>]<span class="sc">;</span> | 
|  | 202  189     <span class="i">$CurrentBitVector</span> = <span class="i">$CyclicPathBitVectors</span>[<span class="i">$CurrentIndex</span>]<span class="sc">;</span> | 
|  | 203  190     <span class="i">$CurrentPathLength</span> = <span class="i">$CurrentCyclicPath</span><span class="i">->GetLength</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 204  191 | 
|  | 205  192     <span class="j">PREVIOUS:</span> <span class="k">for</span> <span class="i">$PreviousIndex</span> <span class="s">(</span><span class="n">0</span> .. <span class="s">(</span><span class="i">$CurrentIndex</span> - <span class="n">1</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 206  193       <span class="k">if</span> <span class="s">(</span><span class="k">exists</span> <span class="i">$SkipPath</span>{<span class="i">$PreviousIndex</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 207  194         <span class="k">next</span> <span class="j">PREVIOUS</span><span class="sc">;</span> | 
|  | 208  195       <span class="s">}</span> | 
|  | 209  196       <span class="i">$PreviousCyclicPath</span> = <span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}[<span class="i">$PreviousIndex</span>]<span class="sc">;</span> | 
|  | 210  197       <span class="i">$PreviousBitVector</span> = <span class="i">$CyclicPathBitVectors</span>[<span class="i">$PreviousIndex</span>]<span class="sc">;</span> | 
|  | 211  198 | 
|  | 212  199       <span class="c"># Is previous path a subset of current path?</span> | 
|  | 213  200       <span class="i">$CurrentAndPreviousBitVectpor</span> = <span class="i">$PreviousBitVector</span> &  <span class="i">$CurrentBitVector</span><span class="sc">;</span> | 
|  | 214  201       <span class="k">if</span> <span class="s">(</span><span class="i">$PreviousBitVector</span><span class="i">->GetNumOfSetBits</span><span class="s">(</span><span class="s">)</span> == <span class="i">$CurrentAndPreviousBitVectpor</span><span class="i">->GetNumOfSetBits</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 215  202         <span class="c"># Current path doesn't qualify an independent path...</span> | 
|  | 216  203         <span class="i">$SkipPath</span>{<span class="i">$CurrentIndex</span>} = <span class="n">1</span><span class="sc">;</span> | 
|  | 217  204         <span class="k">next</span> <span class="j">CURRENT</span><span class="sc">;</span> | 
|  | 218  205       <span class="s">}</span> | 
|  | 219  206 | 
|  | 220  207       <span class="i">$PreviousPathLength</span> = <span class="i">$PreviousCyclicPath</span><span class="i">->GetLength</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 221  208       <span class="k">if</span> <span class="s">(</span><span class="i">$PreviousPathLength</span> < <span class="i">$CurrentPathLength</span><span class="s">)</span> <span class="s">{</span> | 
|  | 222  209         <span class="c"># Mark cycle vertices seen in cyclic paths with length smaller than current path...</span> | 
|  | 223  210         <span class="k">if</span> <span class="s">(</span>! <span class="k">exists</span> <span class="i">$SmallerPathAlreadyAdded</span>{<span class="i">$PreviousIndex</span>}<span class="s">)</span> <span class="s">{</span> | 
|  | 224  211           <span class="i">$SmallerPathAlreadyAdded</span>{<span class="i">$PreviousIndex</span>} = <span class="n">1</span><span class="sc">;</span> | 
|  | 225  212           <span class="i">$AllPreviousSmallerPathsBitVector</span> = <span class="i">$AllPreviousSmallerPathsBitVector</span> | <span class="i">$PreviousBitVector</span><span class="sc">;</span> | 
|  | 226  213           <span class="i">$AllPreviousSmallerPathsEdgeIDsBitVector</span> = <span class="i">$AllPreviousSmallerPathsEdgeIDsBitVector</span> | <span class="i">$CyclicPathEdgeIDsBitVectors</span>[<span class="i">$PreviousIndex</span>]<span class="sc">;</span> | 
|  | 227  214         <span class="s">}</span> | 
|  | 228  215       <span class="s">}</span> | 
|  | 229  216     <span class="s">}</span> | 
|  | 230  217     <span class="k">if</span> <span class="s">(</span><span class="i">$AllPreviousSmallerPathsBitVector</span><span class="i">->GetNumOfSetBits</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 231  218       <span class="c"># Is current path a linear combination of smaller paths?</span> | 
|  | 232  219       <span class="i">$AndBitVector</span> = <span class="i">$AllPreviousSmallerPathsBitVector</span> &  <span class="i">$CurrentBitVector</span><span class="sc">;</span> | 
|  | 233  220       <span class="k">if</span> <span class="s">(</span><span class="i">$CurrentBitVector</span><span class="i">->GetNumOfSetBits</span><span class="s">(</span><span class="s">)</span> == <span class="i">$AndBitVector</span><span class="i">->GetNumOfSetBits</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 234  221         <span class="c"># Are all edges in the current path already present in smaller paths?</span> | 
|  | 235  222         <span class="i">$CurrentEdgeIDsBitVector</span> = <span class="i">$CyclicPathEdgeIDsBitVectors</span>[<span class="i">$CurrentIndex</span>]<span class="sc">;</span> | 
|  | 236  223         <span class="i">$AndBitVector</span> = <span class="i">$AllPreviousSmallerPathsEdgeIDsBitVector</span> &  <span class="i">$CurrentEdgeIDsBitVector</span><span class="sc">;</span> | 
|  | 237  224 | 
|  | 238  225         <span class="k">if</span> <span class="s">(</span><span class="i">$CurrentEdgeIDsBitVector</span><span class="i">->GetNumOfSetBits</span><span class="s">(</span><span class="s">)</span> == <span class="i">$AndBitVector</span><span class="i">->GetNumOfSetBits</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 239  226           <span class="c"># Current path doesn't qualify an independent path...</span> | 
|  | 240  227           <span class="i">$SkipPath</span>{<span class="i">$CurrentIndex</span>} = <span class="n">1</span><span class="sc">;</span> | 
|  | 241  228           <span class="k">next</span> <span class="j">CURRENT</span><span class="sc">;</span> | 
|  | 242  229         <span class="s">}</span> | 
|  | 243  230       <span class="s">}</span> | 
|  | 244  231     <span class="s">}</span> | 
|  | 245  232     <span class="c"># It's an independent cyclic path...</span> | 
|  | 246  233     <span class="k">push</span> <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">IndependentCyclicPaths</span>}}<span class="cm">,</span> <span class="i">$CurrentCyclicPath</span><span class="sc">;</span> | 
|  | 247  234   <span class="s">}</span> | 
|  | 248  235   <span class="k">return</span> <span class="i">$This</span><span class="sc">;</span> | 
|  | 249  236 <span class="s">}</span> | 
|  | 250  237 | 
|  | 251  238 <span class="c"># Setup a VertexID to index map...</span> | 
|  | 252  239 <span class="c">#</span> | 
|  | 253 <a name="_SetupVertexIDsToIndicesMap-"></a> 240 <span class="k">sub </span><span class="m">_SetupVertexIDsToIndicesMap</span> <span class="s">{</span> | 
|  | 254  241   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$PathGraph</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 255  242   <span class="k">my</span><span class="s">(</span><span class="i">$LargestVertexIndex</span><span class="cm">,</span> <span class="i">@VertexIDs</span><span class="cm">,</span> <span class="i">%VertexIDsMap</span><span class="s">)</span><span class="sc">;</span> | 
|  | 256  243 | 
|  | 257  244   <span class="i">%VertexIDsMap</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> <span class="i">@VertexIDs</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> <span class="i">$LargestVertexIndex</span> = <span class="n">0</span><span class="sc">;</span> | 
|  | 258  245 | 
|  | 259  246   <span class="i">@VertexIDs</span> = <span class="i">$PathGraph</span><span class="i">->GetVertices</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 260  247   <span class="k">if</span> <span class="s">(</span>! <span class="i">@VertexIDs</span><span class="s">)</span> <span class="s">{</span> | 
|  | 261  248     <span class="k">return</span> <span class="s">(</span>\<span class="i">%VertexIDsMap</span><span class="cm">,</span> <span class="i">$LargestVertexIndex</span><span class="s">)</span><span class="sc">;</span> | 
|  | 262  249   <span class="s">}</span> | 
|  | 263  250   <span class="i">@VertexIDsMap</span>{ <span class="i">@VertexIDs</span> } = <span class="s">(</span><span class="n">0</span> .. <span class="i">$#VertexIDs</span><span class="s">)</span><span class="sc">;</span> | 
|  | 264  251   <span class="i">$LargestVertexIndex</span> = <span class="k">scalar</span> <span class="i">@VertexIDs</span><span class="sc">;</span> | 
|  | 265  252 | 
|  | 266  253   <span class="k">return</span> <span class="s">(</span>\<span class="i">%VertexIDsMap</span><span class="cm">,</span> <span class="i">$LargestVertexIndex</span><span class="s">)</span><span class="sc">;</span> | 
|  | 267  254 <span class="s">}</span> | 
|  | 268  255 | 
|  | 269  256 <span class="c"># Setup a Edge to index map using paths associated to egdes in an intial</span> | 
|  | 270  257 <span class="c"># path graph...</span> | 
|  | 271  258 <span class="c">#</span> | 
|  | 272 <a name="_SetupEdgeIDsToIndicesMap-"></a> 259 <span class="k">sub </span><span class="m">_SetupEdgeIDsToIndicesMap</span> <span class="s">{</span> | 
|  | 273  260   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$PathGraph</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 274  261   <span class="k">my</span><span class="s">(</span><span class="i">$Path</span><span class="cm">,</span> <span class="i">$LargestEdgeIndex</span><span class="cm">,</span> <span class="i">@EdgeIDs</span><span class="cm">,</span> <span class="i">%EdgeIDsMap</span><span class="s">)</span><span class="sc">;</span> | 
|  | 275  262 | 
|  | 276  263   <span class="i">%EdgeIDsMap</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> <span class="i">@EdgeIDs</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> <span class="i">$LargestEdgeIndex</span> = <span class="n">0</span><span class="sc">;</span> | 
|  | 277  264 | 
|  | 278  265   <span class="i">@EdgeIDs</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 279  266   <span class="k">for</span> <span class="i">$Path</span> <span class="s">(</span><span class="i">$PathGraph</span><span class="i">->GetPaths</span><span class="s">(</span><span class="s">)</span><span class="s">)</span> <span class="s">{</span> | 
|  | 280  267     <span class="k">push</span> <span class="i">@EdgeIDs</span><span class="cm">,</span> <span class="i">$This</span><span class="i">->_GetPathEdgeIDs</span><span class="s">(</span><span class="i">$Path</span><span class="s">)</span><span class="sc">;</span> | 
|  | 281  268   <span class="s">}</span> | 
|  | 282  269 | 
|  | 283  270   <span class="k">if</span> <span class="s">(</span>! <span class="i">@EdgeIDs</span><span class="s">)</span> <span class="s">{</span> | 
|  | 284  271     <span class="k">return</span> <span class="s">(</span>\<span class="i">%EdgeIDsMap</span><span class="cm">,</span> <span class="i">$LargestEdgeIndex</span><span class="s">)</span><span class="sc">;</span> | 
|  | 285  272   <span class="s">}</span> | 
|  | 286  273 | 
|  | 287  274   <span class="i">@EdgeIDsMap</span>{ <span class="i">@EdgeIDs</span> } = <span class="s">(</span><span class="n">0</span> .. <span class="i">$#EdgeIDs</span><span class="s">)</span><span class="sc">;</span> | 
|  | 288  275   <span class="i">$LargestEdgeIndex</span> = <span class="k">scalar</span> <span class="i">@EdgeIDs</span><span class="sc">;</span> | 
|  | 289  276 | 
|  | 290  277   <span class="k">return</span> <span class="s">(</span>\<span class="i">%EdgeIDsMap</span><span class="cm">,</span> <span class="i">$LargestEdgeIndex</span><span class="s">)</span><span class="sc">;</span> | 
|  | 291  278 <span class="s">}</span> | 
|  | 292  279 | 
|  | 293  280 <span class="c"># Get path edge IDs or number of edges. The edge IDs are generated from</span> | 
|  | 294  281 <span class="c"># edge vertices and correpond to VertexID1-VertexID2 where VertexID1 <=</span> | 
|  | 295  282 <span class="c"># VertexID2.</span> | 
|  | 296  283 <span class="c">#</span> | 
|  | 297 <a name="_GetPathEdgeIDs-"></a> 284 <span class="k">sub </span><span class="m">_GetPathEdgeIDs</span> <span class="s">{</span> | 
|  | 298  285   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="cm">,</span> <span class="i">$Path</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 299  286   <span class="k">my</span><span class="s">(</span><span class="i">@EdgesVertexIDs</span><span class="cm">,</span> <span class="i">@EdgeIDs</span><span class="s">)</span><span class="sc">;</span> | 
|  | 300  287 | 
|  | 301  288   <span class="i">@EdgesVertexIDs</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> <span class="i">@EdgeIDs</span> = <span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 302  289   <span class="i">@EdgesVertexIDs</span> = <span class="i">$Path</span><span class="i">->GetEdges</span><span class="s">(</span><span class="s">)</span><span class="sc">;</span> | 
|  | 303  290   <span class="k">if</span> <span class="s">(</span>!<span class="i">@EdgesVertexIDs</span><span class="s">)</span> <span class="s">{</span> | 
|  | 304  291     <span class="k">return</span> <span class="k">wantarray</span> ? <span class="i">@EdgeIDs</span> <span class="co">:</span> <span class="s">(</span><span class="k">scalar</span> <span class="i">@EdgeIDs</span><span class="s">)</span><span class="sc">;</span> | 
|  | 305  292   <span class="s">}</span> | 
|  | 306  293 | 
|  | 307  294   <span class="c"># Set up edge IDs...</span> | 
|  | 308  295   <span class="k">my</span><span class="s">(</span><span class="i">$Index</span><span class="cm">,</span> <span class="i">$VertexID1</span><span class="cm">,</span> <span class="i">$VertexID2</span><span class="cm">,</span> <span class="i">$EdgeID</span><span class="s">)</span><span class="sc">;</span> | 
|  | 309  296 | 
|  | 310  297   <span class="k">for</span> <span class="s">(</span><span class="i">$Index</span> = <span class="n">0</span><span class="sc">;</span> <span class="i">$Index</span> < <span class="i">$#EdgesVertexIDs</span><span class="sc">;</span> <span class="i">$Index</span> += <span class="n">2</span><span class="s">)</span> <span class="s">{</span> | 
|  | 311  298     <span class="i">$VertexID1</span> = <span class="i">$EdgesVertexIDs</span>[<span class="i">$Index</span>]<span class="sc">;</span> <span class="i">$VertexID2</span> = <span class="i">$EdgesVertexIDs</span>[<span class="i">$Index</span> + <span class="n">1</span>]<span class="sc">;</span> | 
|  | 312  299     <span class="i">$EdgeID</span> = <span class="s">(</span><span class="i">$VertexID1</span> <= <span class="i">$VertexID2</span><span class="s">)</span> ? <span class="q">"$VertexID1-$VertexID2"</span> <span class="co">:</span> <span class="q">"$VertexID2-$VertexID1"</span><span class="sc">;</span> | 
|  | 313  300     <span class="k">push</span> <span class="i">@EdgeIDs</span><span class="cm">,</span> <span class="i">$EdgeID</span><span class="sc">;</span> | 
|  | 314  301   <span class="s">}</span> | 
|  | 315  302 | 
|  | 316  303   <span class="k">return</span> <span class="k">wantarray</span> ? <span class="i">@EdgeIDs</span> <span class="co">:</span> <span class="s">(</span><span class="k">scalar</span> <span class="i">@EdgeIDs</span><span class="s">)</span><span class="sc">;</span> | 
|  | 317  304 <span class="s">}</span> | 
|  | 318  305 | 
|  | 319  306 <span class="c"># Return an array containing references to cyclic paths or number of cylic paths...</span> | 
|  | 320  307 <span class="c">#</span> | 
|  | 321 <a name="GetAllCyclicPaths-"></a> 308 <span class="k">sub </span><span class="m">GetAllCyclicPaths</span> <span class="s">{</span> | 
|  | 322  309   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 323  310 | 
|  | 324  311   <span class="k">return</span> <span class="k">wantarray</span> ? <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}} <span class="co">:</span> <span class="k">scalar</span> <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}}<span class="sc">;</span> | 
|  | 325  312 <span class="s">}</span> | 
|  | 326  313 | 
|  | 327  314 <span class="c"># Get cyclic paths which are independent. In otherwords, cycles which don't contain any other</span> | 
|  | 328  315 <span class="c"># cycle as their subset...</span> | 
|  | 329  316 <span class="c">#</span> | 
|  | 330 <a name="GetIndependentCyclicPaths-"></a> 317 <span class="k">sub </span><span class="m">GetIndependentCyclicPaths</span> <span class="s">{</span> | 
|  | 331  318   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 332  319 | 
|  | 333  320   <span class="k">return</span> <span class="k">wantarray</span> ? <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">IndependentCyclicPaths</span>}} <span class="co">:</span> <span class="k">scalar</span> <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">IndependentCyclicPaths</span>}}<span class="sc">;</span> | 
|  | 334  321 <span class="s">}</span> | 
|  | 335  322 | 
|  | 336  323 <span class="c"># Return a string containg data for CyclesDetection object...</span> | 
|  | 337 <a name="StringifyCyclesDetection-"></a> 324 <span class="k">sub </span><span class="m">StringifyCyclesDetection</span> <span class="s">{</span> | 
|  | 338  325   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 339  326   <span class="k">my</span><span class="s">(</span><span class="i">$CyclesDetectionString</span><span class="cm">,</span> <span class="i">$CyclesCount</span><span class="cm">,</span> <span class="i">$CyclicPath</span><span class="s">)</span><span class="sc">;</span> | 
|  | 340  327 | 
|  | 341  328   <span class="i">$CyclesCount</span> = <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}}<span class="sc">;</span> | 
|  | 342  329   <span class="i">$CyclesDetectionString</span> = <span class="q">"AllCycles: Count - $CyclesCount"</span><span class="sc">;</span> | 
|  | 343  330   <span class="k">for</span> <span class="i">$CyclicPath</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">AllCyclicPaths</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 344  331     <span class="i">$CyclesDetectionString</span> .= <span class="q">"; Cycle: "</span> . <span class="k">join</span><span class="s">(</span><span class="q">'-'</span><span class="cm">,</span> <span class="i">$CyclicPath</span><span class="i">->GetVertices</span><span class="s">(</span><span class="s">)</span><span class="s">)</span><span class="sc">;</span> | 
|  | 345  332   <span class="s">}</span> | 
|  | 346  333 | 
|  | 347  334   <span class="i">$CyclesCount</span> = <span class="i">@</span>{<span class="i">$This</span>->{<span class="w">IndependentCyclicPaths</span>}}<span class="sc">;</span> | 
|  | 348  335   <span class="i">$CyclesDetectionString</span> .= <span class="q">"\nIndependentCycles: Count - $CyclesCount"</span><span class="sc">;</span> | 
|  | 349  336   <span class="k">for</span> <span class="i">$CyclicPath</span> <span class="s">(</span><span class="i">@</span>{<span class="i">$This</span>->{<span class="w">IndependentCyclicPaths</span>}}<span class="s">)</span> <span class="s">{</span> | 
|  | 350  337     <span class="i">$CyclesDetectionString</span> .= <span class="q">"; Cycle: "</span> . <span class="k">join</span><span class="s">(</span><span class="q">'-'</span><span class="cm">,</span> <span class="i">$CyclicPath</span><span class="i">->GetVertices</span><span class="s">(</span><span class="s">)</span><span class="s">)</span><span class="sc">;</span> | 
|  | 351  338   <span class="s">}</span> | 
|  | 352  339 | 
|  | 353  340   <span class="k">return</span> <span class="i">$CyclesDetectionString</span><span class="sc">;</span> | 
|  | 354  341 <span class="s">}</span> | 
|  | 355  342 | 
|  | 356  343 <span class="c"># Return a reference to new cycle detection object...</span> | 
|  | 357 <a name="Copy-"></a> 344 <span class="k">sub </span><span class="m">Copy</span> <span class="s">{</span> | 
|  | 358  345   <span class="k">my</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span> = <span class="i">@_</span><span class="sc">;</span> | 
|  | 359  346   <span class="k">my</span><span class="s">(</span><span class="i">$NewCyclesDetection</span><span class="s">)</span><span class="sc">;</span> | 
|  | 360  347 | 
|  | 361  348   <span class="i">$NewCyclesDetection</span> = <span class="i">Storable::dclone</span><span class="s">(</span><span class="i">$This</span><span class="s">)</span><span class="sc">;</span> | 
|  | 362  349 | 
|  | 363  350   <span class="k">return</span> <span class="i">$NewCyclesDetection</span><span class="sc">;</span> | 
|  | 364  351 <span class="s">}</span> | 
|  | 365  352 | 
|  | 366 <a name="EOF-"></a></pre> | 
|  | 367 <p> </p> | 
|  | 368 <br /> | 
|  | 369 <center> | 
|  | 370 <img src="../../../images/h2o2.png"> | 
|  | 371 </center> | 
|  | 372 </body> | 
|  | 373 </html> |