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Added new, optimized version of DijkstraAlgorithm
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src/main/java/com/thealgorithms/datastructures/graphs/DijkstraOptimizedAlgorithm.java
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package com.thealgorithms.datastructures.graphs; | ||
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import java.util.Arrays; | ||
import java.util.Set; | ||
import java.util.TreeSet; | ||
import org.apache.commons.lang3.tuple.Pair; | ||
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/** | ||
* Dijkstra's algorithm for finding the shortest path from a single source vertex to all other vertices in a graph. | ||
*/ | ||
public class DijkstraOptimizedAlgorithm { | ||
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private final int vertexCount; | ||
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/** | ||
* Constructs a Dijkstra object with the given number of vertices. | ||
* | ||
* @param vertexCount The number of vertices in the graph. | ||
*/ | ||
public DijkstraOptimizedAlgorithm(int vertexCount) { | ||
this.vertexCount = vertexCount; | ||
} | ||
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/** | ||
* Executes Dijkstra's algorithm on the provided graph to find the shortest paths from the source vertex to all other vertices. | ||
* | ||
* The graph is represented as an adjacency matrix where {@code graph[i][j]} represents the weight of the edge from vertex {@code i} | ||
* to vertex {@code j}. A value of 0 indicates no edge exists between the vertices. | ||
* | ||
* @param graph The graph represented as an adjacency matrix. | ||
* @param source The source vertex. | ||
* @return An array where the value at each index {@code i} represents the shortest distance from the source vertex to vertex {@code i}. | ||
* @throws IllegalArgumentException if the source vertex is out of range. | ||
*/ | ||
public int[] run(int[][] graph, int source) { | ||
if (source < 0 || source >= vertexCount) { | ||
throw new IllegalArgumentException("Incorrect source"); | ||
} | ||
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int[] distances = new int[vertexCount]; | ||
boolean[] processed = new boolean[vertexCount]; | ||
Set<Pair<Integer, Integer>> unprocessed = new TreeSet<>(); | ||
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Arrays.fill(distances, Integer.MAX_VALUE); | ||
Arrays.fill(processed, false); | ||
distances[source] = 0; | ||
unprocessed.add(Pair.of(0, source)); | ||
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while (!unprocessed.isEmpty()) { | ||
Pair<Integer, Integer> distanceAndU = unprocessed.iterator().next(); | ||
unprocessed.remove(distanceAndU); | ||
int u = distanceAndU.getRight(); | ||
processed[u] = true; | ||
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for (int v = 0; v < vertexCount; v++) { | ||
if (!processed[v] && graph[u][v] != 0 && distances[u] != Integer.MAX_VALUE && distances[u] + graph[u][v] < distances[v]) { | ||
unprocessed.remove(Pair.of(distances[v], v)); | ||
distances[v] = distances[u] + graph[u][v]; | ||
unprocessed.add(Pair.of(distances[v], v)); | ||
} | ||
} | ||
} | ||
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printDistances(distances); | ||
return distances; | ||
} | ||
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/** | ||
* Prints the shortest distances from the source vertex to all other vertices. | ||
* | ||
* @param distances The array of shortest distances. | ||
*/ | ||
private void printDistances(int[] distances) { | ||
System.out.println("Vertex \t Distance"); | ||
for (int i = 0; i < vertexCount; i++) { | ||
System.out.println(i + " \t " + distances[i]); | ||
} | ||
} | ||
} |
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src/test/java/com/thealgorithms/datastructures/graphs/DijkstraOptimizedAlgorithmTest.java
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package com.thealgorithms.datastructures.graphs; | ||
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import static org.junit.jupiter.api.Assertions.assertArrayEquals; | ||
import static org.junit.jupiter.api.Assertions.assertThrows; | ||
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import org.junit.jupiter.api.BeforeEach; | ||
import org.junit.jupiter.api.Test; | ||
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public class DijkstraOptimizedAlgorithmTest { | ||
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private DijkstraOptimizedAlgorithm dijkstraOptimizedAlgorithm; | ||
private int[][] graph; | ||
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@BeforeEach | ||
void setUp() { | ||
graph = new int[][] { | ||
{0, 4, 0, 0, 0, 0, 0, 8, 0}, | ||
{4, 0, 8, 0, 0, 0, 0, 11, 0}, | ||
{0, 8, 0, 7, 0, 4, 0, 0, 2}, | ||
{0, 0, 7, 0, 9, 14, 0, 0, 0}, | ||
{0, 0, 0, 9, 0, 10, 0, 0, 0}, | ||
{0, 0, 4, 14, 10, 0, 2, 0, 0}, | ||
{0, 0, 0, 0, 0, 2, 0, 1, 6}, | ||
{8, 11, 0, 0, 0, 0, 1, 0, 7}, | ||
{0, 0, 2, 0, 0, 0, 6, 7, 0}, | ||
}; | ||
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dijkstraOptimizedAlgorithm = new DijkstraOptimizedAlgorithm(graph.length); | ||
} | ||
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@Test | ||
void testRunAlgorithm() { | ||
int[] expectedDistances = {0, 4, 12, 19, 21, 11, 9, 8, 14}; | ||
assertArrayEquals(expectedDistances, dijkstraOptimizedAlgorithm.run(graph, 0)); | ||
} | ||
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@Test | ||
void testGraphWithDisconnectedNodes() { | ||
int[][] disconnectedGraph = { | ||
{0, 3, 0, 0}, {3, 0, 1, 0}, {0, 1, 0, 0}, {0, 0, 0, 0} // Node 3 is disconnected | ||
}; | ||
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DijkstraOptimizedAlgorithm dijkstraDisconnected = new DijkstraOptimizedAlgorithm(disconnectedGraph.length); | ||
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// Testing from vertex 0 | ||
int[] expectedDistances = {0, 3, 4, Integer.MAX_VALUE}; // Node 3 is unreachable | ||
assertArrayEquals(expectedDistances, dijkstraDisconnected.run(disconnectedGraph, 0)); | ||
} | ||
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@Test | ||
void testSingleVertexGraph() { | ||
int[][] singleVertexGraph = {{0}}; | ||
DijkstraOptimizedAlgorithm dijkstraSingleVertex = new DijkstraOptimizedAlgorithm(1); | ||
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int[] expectedDistances = {0}; // The only vertex's distance to itself is 0 | ||
assertArrayEquals(expectedDistances, dijkstraSingleVertex.run(singleVertexGraph, 0)); | ||
} | ||
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@Test | ||
void testInvalidSourceVertex() { | ||
assertThrows(IllegalArgumentException.class, () -> dijkstraOptimizedAlgorithm.run(graph, -1)); | ||
assertThrows(IllegalArgumentException.class, () -> dijkstraOptimizedAlgorithm.run(graph, graph.length)); | ||
} | ||
} |