source: branches/items/GDE/PROBCONS/probcons/EvolutionaryTree.h

Last change on this file was 10405, checked in by aboeckma, 11 years ago

added probcons

File size: 5.9 KB
Line 
1/////////////////////////////////////////////////////////////////
2// EvolutionaryTree.h
3//
4// Utilities for reading/writing multiple sequence data.
5/////////////////////////////////////////////////////////////////
6
7#ifndef EVOLUTIONARYTREE_H
8#define EVOLUTIONARYTREE_H
9
10#include <string>
11#include <list>
12#include <stdio.h>
13#include "SafeVector.h"
14#include "MultiSequence.h"
15#include "Sequence.h"
16
17using namespace std;
18
19/////////////////////////////////////////////////////////////////
20// TreeNode
21//
22// The fundamental unit for representing an alignment tree.  The
23// guide tree is represented as a binary tree.
24/////////////////////////////////////////////////////////////////
25
26class TreeNode {
27  int sequenceLabel;                  // sequence label
28  TreeNode *left, *right, *parent;    // pointers to left, right children
29
30  /////////////////////////////////////////////////////////////////
31  // TreeNode::PrintNode()
32  //
33  // Internal routine used to print out the sequence comments
34  // associated with the evolutionary tree, using a hierarchical
35  // parenthesized format.
36  /////////////////////////////////////////////////////////////////
37
38  void PrintNode (ostream &outfile, const MultiSequence *sequences) const {
39
40    // if this is a leaf node, print out the associated sequence comment
41    if (sequenceLabel >= 0)
42      outfile << sequences->GetSequence (sequenceLabel)->GetHeader();
43
44    // otherwise, it must have two children; print out their subtrees recursively
45    else {
46      assert (left);
47      assert (right);
48
49      outfile << "(";
50      left->PrintNode (outfile, sequences);
51      outfile << " ";
52      right->PrintNode (outfile, sequences);
53      outfile << ")";
54    }
55  }
56
57 public:
58
59  /////////////////////////////////////////////////////////////////
60  // TreeNode::TreeNode()
61  //
62  // Constructor for a tree node.  Note that sequenceLabel = -1
63  // implies that the current node is not a leaf in the tree.
64  /////////////////////////////////////////////////////////////////
65
66  TreeNode (int sequenceLabel) : sequenceLabel (sequenceLabel),
67    left (NULL), right (NULL), parent (NULL) {
68    assert (sequenceLabel >= -1);
69  }
70
71  /////////////////////////////////////////////////////////////////
72  // TreeNode::~TreeNode()
73  //
74  // Destructor for a tree node.  Recursively deletes all children.
75  /////////////////////////////////////////////////////////////////
76
77  ~TreeNode (){
78    if (left){ delete left; left = NULL; }
79    if (right){ delete right; right = NULL; }
80    parent = NULL;
81  }
82
83
84  // getters
85  int GetSequenceLabel () const { return sequenceLabel; }
86  TreeNode *GetLeftChild () const { return left; }
87  TreeNode *GetRightChild () const { return right; }
88  TreeNode *GetParent () const { return parent; }
89
90  // setters
91  void SetSequenceLabel (int sequenceLabel){ this->sequenceLabel = sequenceLabel; assert (sequenceLabel >= -1); }
92  void SetLeftChild (TreeNode *left){ this->left = left; }
93  void SetRightChild (TreeNode *right){ this->right = right; }
94  void SetParent (TreeNode *parent){ this->parent = parent; }
95
96  /////////////////////////////////////////////////////////////////
97  // TreeNode::ComputeTree()
98  //
99  // Routine used to compute an evolutionary tree based on the
100  // given distance matrix.  We assume the distance matrix has the
101  // form, distMatrix[i][j] = expected accuracy of aligning i with j.
102  /////////////////////////////////////////////////////////////////
103
104  static TreeNode *ComputeTree (const VVF &distMatrix){
105
106    int numSeqs = distMatrix.size();                 // number of sequences in distance matrix
107    VVF distances (numSeqs, VF (numSeqs));           // a copy of the distance matrix
108    SafeVector<TreeNode *> nodes (numSeqs, NULL);    // list of nodes for each sequence
109    SafeVector<int> valid (numSeqs, 1);              // valid[i] tells whether or not the ith
110                                                     // nodes in the distances and nodes array
111                                                     // are valid
112
113    // initialization: make a copy of the distance matrix
114    for (int i = 0; i < numSeqs; i++)
115      for (int j = 0; j < numSeqs; j++)
116        distances[i][j] = distMatrix[i][j];
117
118    // initialization: create all the leaf nodes
119    for (int i = 0; i < numSeqs; i++){
120      nodes[i] = new TreeNode (i);
121      assert (nodes[i]);
122    }
123
124    // repeat until only a single node left
125    for (int numNodesLeft = numSeqs; numNodesLeft > 1; numNodesLeft--){
126      float bestProb = -1;
127      pair<int,int> bestPair;
128
129      // find the closest pair
130      for (int i = 0; i < numSeqs; i++) if (valid[i]){
131        for (int j = i+1; j < numSeqs; j++) if (valid[j]){
132          if (distances[i][j] > bestProb){
133            bestProb = distances[i][j];
134            bestPair = make_pair(i, j);
135          }
136        }
137      }
138
139      // merge the closest pair
140      TreeNode *newParent = new TreeNode (-1);
141      newParent->SetLeftChild (nodes[bestPair.first]);
142      newParent->SetRightChild (nodes[bestPair.second]);
143      nodes[bestPair.first]->SetParent (newParent);
144      nodes[bestPair.second]->SetParent (newParent);
145      nodes[bestPair.first] = newParent;
146      nodes[bestPair.second] = NULL;
147
148      // now update the distance matrix
149      for (int i = 0; i < numSeqs; i++) if (valid[i]){
150        distances[bestPair.first][i] = distances[i][bestPair.first]
151          = (distances[i][bestPair.first] + distances[i][bestPair.second]) * bestProb / 2;
152      }
153
154      // finally, mark the second node entry as no longer valid
155      valid[bestPair.second] = 0;
156    }
157
158    assert (nodes[0]);
159    return nodes[0];
160  }
161
162  /////////////////////////////////////////////////////////////////
163  // TreeNode::Print()
164  //
165  // Print out the subtree associated with this node in a
166  // parenthesized representation.
167  /////////////////////////////////////////////////////////////////
168
169  void Print (ostream &outfile, const MultiSequence *sequences) const {
170    outfile << "Alignment tree: ";
171    PrintNode (outfile, sequences);
172    outfile << endl;
173  }
174};
175
176#endif
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