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dijkstra.cpp
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165 lines (134 loc) · 3.97 KB
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#include <iostream>
#include <unordered_map>
#include <vector>
#include <string>
#include <limits>
using namespace std;
typedef pair<string, double> label;
unordered_map<long long, unordered_map<long long, label>> graph;
// Heap node
struct HeapNode {
long long id;
double dist;
};
vector<HeapNode> heap;
unordered_map<long long, int> heapIndex;
int parent(int i) { return (i - 1) / 2; }
int left(int i) { return 2 * i + 1; }
int right(int i) { return 2 * i + 2; }
void swapNodes(int i, int j) {
swap(heap[i], heap[j]);
heapIndex[heap[i].id] = i;
heapIndex[heap[j].id] = j;
}
void heapifyUp(int i) {
while (i > 0 && heap[parent(i)].dist > heap[i].dist) {
swapNodes(i, parent(i));
i = parent(i);
}
}
void heapifyDown(int i) {
int smallest = i;
int l = left(i);
int r = right(i);
if (l < heap.size() && heap[l].dist < heap[smallest].dist)
smallest = l;
if (r < heap.size() && heap[r].dist < heap[smallest].dist)
smallest = r;
if (smallest != i) {
swapNodes(i, smallest);
heapifyDown(smallest);
}
}
void pushHeap(HeapNode n) {
heap.push_back(n);
heapIndex[n.id] = heap.size() - 1;
heapifyUp(heap.size() - 1);
}
HeapNode popHeap() {
HeapNode top = heap[0];
heapIndex.erase(top.id);
heap[0] = heap.back();
heap.pop_back();
if (!heap.empty()) {
heapIndex[heap[0].id] = 0;
heapifyDown(0);
}
return top;
}
void decreaseKey(long long id, double newDist) {
int i = heapIndex[id];
if (heap[i].dist > newDist) {
heap[i].dist = newDist;
heapifyUp(i);
}
}
bool inHeap(long long id) {
return heapIndex.find(id) != heapIndex.end();
}
void printDistances(const unordered_map<long long, double>& distance) {
cout << "Current distances:\n";
for (const auto& [node, dist] : distance) {
cout << " HeapNode " << node << ": ";
if (dist == numeric_limits<double>::infinity())
cout << "INF";
else
cout << dist;
cout << endl;
}
cout << "----------------------------\n";
}
void dijkstra(long long start) {
unordered_map<long long, double> distance;
unordered_map<long long, long long> previous;
unordered_map<long long, bool> visited;
for (auto& node : graph){
std::cout << "**************************\n";
std::cout << node.first <<"\n";
std::cout << "**************************\n";
distance[node.first] = numeric_limits<double>::infinity();
for (auto n:node.second)
distance[n.first]= numeric_limits<double>::infinity();
}
distance[start]=0;
pushHeap({start, 0.0});
while (!heap.empty()) {
HeapNode current = popHeap();
long long u = current.id;
if (visited[u]) continue;
visited[u] = true;
cout << "Visiting node " << u << " (distance = " << current.dist << ")\n";
printDistances(distance);
for (auto& neighbor : graph[u]) {
long long v = neighbor.first;
double weight = neighbor.second.second;
if (distance[u] + weight < distance[v]) {
distance[v] = distance[u] + weight;
previous[v] = u;
if (inHeap(v)) {
decreaseKey(v, distance[v]);
} else {
pushHeap({v, distance[v]});
}
}
}
}
cout << "\nFinal shortest distances from node " << start << ":\n";
for (const auto& [node, dist] : distance) {
cout << "HeapNode " << node << ": ";
if (dist == numeric_limits<double>::infinity()) cout << "unreachable";
else cout << dist;
cout << endl;
}
}
int main() {
graph[1][2] = {"road", 4.5};
graph[1][3] = {"bridge", 2.0};
graph[2][3] = {"tunnel", 1.0};
graph[2][4] = {"highway", 5.0};
graph[3][4] = {"street", 8.0};
graph[3][5] = {"alley", 10.0};
graph[4][5] = {"path", 2.0};
dijkstra(1);
return 0;
}