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maxim_shlyahtin

TSP_test

Sep 24th, 2024
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C++ 2.76 KB | None | 0 0
  1. #include <iostream>
  2. #include <vector>
  3. #include <limits>
  4. #include <queue>
  5. #include <algorithm>
  6.  
  7. using namespace std;
  8.  
  9. const int INF = numeric_limits<int>::max();
  10.  
  11. struct Edge {
  12.     int from, to, weight;
  13. };
  14.  
  15. struct Node {
  16.     vector<Edge> edges;
  17.     int cost;
  18.     int degree[100]; // Max |V| assumed to be 100
  19.     int numEdges;
  20.  
  21.     Node() : cost(0), numEdges(0) {
  22.         fill(degree, degree + 100, 0);
  23.     }
  24. };
  25.  
  26. int n; // number of vertices
  27. int maxDegree;
  28. int weightMatrix[100][100]; // Symmetric weight matrix
  29.  
  30. // Function to calculate the lower bound of the cost
  31. int calculateLowerBound(Node& node) {
  32.     // Here you can implement Prim's or Kruskal's algorithm to find the min spanning tree
  33.     // For simplicity, let's return a dummy value
  34.     return 0; // Replace this with actual logic
  35. }
  36.  
  37. // Function to perform the branch and bound
  38. void branchAndBound(Node& currentNode, int& bestCost) {
  39.     // Check if we have a complete solution
  40.     if (currentNode.numEdges == n - 1) {
  41.         bestCost = min(bestCost, currentNode.cost);
  42.         return;
  43.     }
  44.  
  45.     for (int i = 0; i < n; ++i) {
  46.         for (int j = i + 1; j < n; ++j) {
  47.             // Check if we can add the edge (i, j)
  48.             if (weightMatrix[i][j] != INF) {
  49.                 // Check degree constraint
  50.                 if (currentNode.degree[i] < maxDegree && currentNode.degree[j] < maxDegree) {
  51.                     Node newNode = currentNode;
  52.                     newNode.cost += weightMatrix[i][j];
  53.                     newNode.edges.push_back({ i, j, weightMatrix[i][j] });
  54.                     newNode.degree[i]++;
  55.                     newNode.degree[j]++;
  56.                     newNode.numEdges++;
  57.  
  58.                     int lowerBound = calculateLowerBound(newNode);
  59.                     if (newNode.cost + lowerBound < bestCost) {
  60.                         branchAndBound(newNode, bestCost);
  61.                     }
  62.                 }
  63.             }
  64.         }
  65.     }
  66. }
  67.  
  68. int main() {
  69.     // Initialize the weight matrix and maxDegree
  70.     // For example, let's assume we have 4 vertices and a maximum degree of 2
  71.     n = 4;
  72.     maxDegree = 2;
  73.  
  74.     // Sample weight matrix (symmetric)
  75.     weightMatrix[0][1] = 10;
  76.     weightMatrix[0][2] = 15;
  77.     weightMatrix[0][3] = 20;
  78.     weightMatrix[1][2] = 35;
  79.     weightMatrix[1][3] = 25;
  80.     weightMatrix[2][3] = 30;
  81.  
  82.     // Fill the rest of the matrix with INF
  83.     for (int i = 0; i < n; ++i) {
  84.         for (int j = 0; j < n; ++j) {
  85.             if (i != j && weightMatrix[i][j] == 0) {
  86.                 weightMatrix[i][j] = INF;
  87.             }
  88.         }
  89.     }
  90.  
  91.     Node initialNode;
  92.     int bestCost = INF;
  93.  
  94.     branchAndBound(initialNode, bestCost);
  95.  
  96.     cout << "Minimum cost of the tree: " << bestCost << endl;
  97.  
  98.     return 0;
  99. }
  100.  
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