-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathDijkstra_AdjacencyList_AndMinHeap.java
More file actions
239 lines (201 loc) · 8.07 KB
/
Copy pathDijkstra_AdjacencyList_AndMinHeap.java
File metadata and controls
239 lines (201 loc) · 8.07 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
import java.util.LinkedList;
class Edge {
int source;
int destination;
int weight;
public Edge(int source, int destination, int weight) {
this.source = source;
this.destination = destination;
this.weight = weight;
}
}
class HeapNode{
int vertex;
int distance;
}
class MinHeap{
int capacity;
int currentSize;
HeapNode[] mH;
int [] indexes; //will be used to decrease the distance
public MinHeap(int capacity) {
this.capacity = capacity;
mH = new HeapNode[capacity + 1];
indexes = new int[capacity];
mH[0] = new HeapNode();
mH[0].distance = Integer.MIN_VALUE;
mH[0].vertex=-1;
currentSize = 0;
}
public void display() {
for (int i = 0; i <=currentSize; i++) {
System.out.println(" " + mH[i].vertex + " distance " + mH[i].distance);
}
System.out.println("________________________");
}
public void insert(HeapNode x) {
currentSize++;
int idx = currentSize;
mH[idx] = x;
indexes[x.vertex] = idx;
percolateUp(idx);
}
public void percolateUp(int pos) {
int parentIdx = pos/2;
int currentIdx = pos;
while (currentIdx > 0 && mH[parentIdx].distance > mH[currentIdx].distance) {
HeapNode currentNode = mH[currentIdx];
HeapNode parentNode = mH[parentIdx];
//swap the positions
indexes[currentNode.vertex] = parentIdx;
indexes[parentNode.vertex] = currentIdx;
swap(currentIdx,parentIdx);
currentIdx = parentIdx;
parentIdx = parentIdx/2;
}
}
public HeapNode extractMin() {
HeapNode min = mH[1];
HeapNode lastNode = mH[currentSize];
// update the indexes[] and move the last node to the top
indexes[lastNode.vertex] = 1;
mH[1] = lastNode;
mH[currentSize] = null;
percolateDown(1);
currentSize--;
return min;
}
public void percolateDown(int k) {
int smallest = k;
int leftChildIdx = 2 * k;
int rightChildIdx = 2 * k+1;
if (leftChildIdx < heapSize() && mH[smallest].distance > mH[leftChildIdx].distance) {
smallest = leftChildIdx;
}
if (rightChildIdx < heapSize() && mH[smallest].distance > mH[rightChildIdx].distance) {
smallest = rightChildIdx;
}
if (smallest != k) {
HeapNode smallestNode = mH[smallest];
HeapNode kNode = mH[k];
//swap the positions
indexes[smallestNode.vertex] = k;
indexes[kNode.vertex] = smallest;
swap(k, smallest);
percolateDown(smallest);
}
}
public void swap(int a, int b) {
HeapNode temp = mH[a];
mH[a] = mH[b];
mH[b] = temp;
}
public boolean isEmpty() {
return currentSize == 0;
}
public int heapSize(){
return currentSize;
}
}
class Graph {
int vertices;
LinkedList<Edge>[] adjacencylist;
Graph(int vertices) {
this.vertices = vertices;
adjacencylist = new LinkedList[vertices];
//initialize adjacency lists for all the vertices
for (int i = 0; i <vertices ; i++) {
adjacencylist[i] = new LinkedList<>();
}
}
public void addEdge(int source, int destination, int weight) {
Edge edge = new Edge(source, destination, weight);
adjacencylist[source].addFirst(edge);
edge = new Edge(destination, source, weight);
adjacencylist[destination].addFirst(edge); //for undirected graph
}
public void dijkstra_GetMinDistances(int sourceVertex, int end ){
int INFINITY = Integer.MAX_VALUE;
boolean[] SPT = new boolean[vertices];
// //create heapNode for all the vertices
HeapNode [] heapNodes = new HeapNode[vertices];
for (int i = 0; i <vertices ; i++) {
heapNodes[i] = new HeapNode();
heapNodes[i].vertex = i;
heapNodes[i].distance = INFINITY;
}
//decrease the distance for the first index
heapNodes[sourceVertex].distance = 0;
//add all the vertices to the MinHeap
MinHeap minHeap = new MinHeap(vertices);
for (int i = 0; i <vertices ; i++) {
minHeap.insert(heapNodes[i]);
}
//while minHeap is not empty
while(!minHeap.isEmpty()){
//extract the min
HeapNode extractedNode = minHeap.extractMin();
//extracted vertex
int extractedVertex = extractedNode.vertex;
SPT[extractedVertex] = true;
//iterate through all the adjacent vertices
LinkedList<Edge> list = adjacencylist[extractedVertex];
for (int i = 0; i <list.size() ; i++) {
Edge edge = list.get(i);
int destination = edge.destination;
//only if destination vertex is not present in SPT
if(SPT[destination]==false ) {
///check if distance needs an update or not
//means check total weight from source to vertex_V is less than
//the current distance value, if yes then update the distance
int newKey = heapNodes[extractedVertex].distance + edge.weight ;
int currentKey = heapNodes[destination].distance;
if(currentKey>newKey){
decreaseKey(minHeap, newKey, destination);
heapNodes[destination].distance = newKey;
}
}
}
}
//print SPT
// printDijkstra(heapNodes, sourceVertex);
printDijkstra(heapNodes, sourceVertex, end);
}
public void decreaseKey(MinHeap minHeap, int newKey, int vertex){
//get the index which distance's needs a decrease;
int index = minHeap.indexes[vertex];
//get the node and update its value
HeapNode node = minHeap.mH[index];
node.distance = newKey;
minHeap.percolateUp(index);
}
public void printDijkstra(HeapNode[] resultSet, int sourceVertex){
System.out.println("Dijkstra Algorithm: (Adjacency List + Min Heap)");
for (int i = 0; i <vertices ; i++) {
System.out.println("Source Vertex: " + sourceVertex + " to vertex " + + i +
" distance: " + resultSet[i].distance);
}
}
public void printDijkstra(HeapNode[] resultSet, int sourceVertex, int end){
System.out.println("Dijkstra Algorithm: (Adjacency List + Min Heap)");
for (int i = 0; i <vertices ; i++) {
if(i== end){
System.out.println("Source Vertex: " + sourceVertex + " to vertex " + + i +
" distance: " + resultSet[i].distance);
}
}
}
public class Dijkstra_AdjacencyList_AndMinHeap {
public static void main(String[] args) {
int vertices = 6;
Graph graph = new Graph(vertices);
int sourceVertex = 0;
graph.addEdge(0, 1, 4);
graph.addEdge(0, 2, 3);
graph.addEdge(1, 2, 1);
graph.addEdge(1, 3, 2);
graph.addEdge(2, 3, 4);
graph.addEdge(3, 4, 2);
graph.addEdge(4, 5, 6);
}
}}