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Added new, optimized version of DijkstraAlgorithm
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likespro committed Nov 18, 2024
1 parent 7ec5d24 commit 45d2e76
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package com.thealgorithms.datastructures.graphs;

import java.util.Arrays;
import java.util.Set;
import java.util.TreeSet;
import org.apache.commons.lang3.tuple.Pair;

/**
* Dijkstra's algorithm for finding the shortest path from a single source vertex to all other vertices in a graph.
*/
public class DijkstraOptimizedAlgorithm {

private final int vertexCount;

/**
* 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;
}

/**
* 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");
}

int[] distances = new int[vertexCount];
boolean[] processed = new boolean[vertexCount];
Set<Pair<Integer, Integer>> unprocessed = new TreeSet<>();

Arrays.fill(distances, Integer.MAX_VALUE);
Arrays.fill(processed, false);
distances[source] = 0;
unprocessed.add(Pair.of(0, source));

while (!unprocessed.isEmpty()) {
Pair<Integer, Integer> distanceAndU = unprocessed.iterator().next();
unprocessed.remove(distanceAndU);
int u = distanceAndU.getRight();
processed[u] = true;

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));
}
}
}

return distances;
}
}
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package com.thealgorithms.datastructures.graphs;

import static org.junit.jupiter.api.Assertions.assertArrayEquals;
import static org.junit.jupiter.api.Assertions.assertThrows;

import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.Test;

public class DijkstraOptimizedAlgorithmTest {

private DijkstraOptimizedAlgorithm dijkstraOptimizedAlgorithm;
private int[][] graph;

@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},
};

dijkstraOptimizedAlgorithm = new DijkstraOptimizedAlgorithm(graph.length);
}

@Test
void testRunAlgorithm() {
int[] expectedDistances = {0, 4, 12, 19, 21, 11, 9, 8, 14};
assertArrayEquals(expectedDistances, dijkstraOptimizedAlgorithm.run(graph, 0));
}

@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
};

DijkstraOptimizedAlgorithm dijkstraDisconnected = new DijkstraOptimizedAlgorithm(disconnectedGraph.length);

// Testing from vertex 0
int[] expectedDistances = {0, 3, 4, Integer.MAX_VALUE}; // Node 3 is unreachable
assertArrayEquals(expectedDistances, dijkstraDisconnected.run(disconnectedGraph, 0));
}

@Test
void testSingleVertexGraph() {
int[][] singleVertexGraph = {{0}};
DijkstraOptimizedAlgorithm dijkstraSingleVertex = new DijkstraOptimizedAlgorithm(1);

int[] expectedDistances = {0}; // The only vertex's distance to itself is 0
assertArrayEquals(expectedDistances, dijkstraSingleVertex.run(singleVertexGraph, 0));
}

@Test
void testInvalidSourceVertex() {
assertThrows(IllegalArgumentException.class, () -> dijkstraOptimizedAlgorithm.run(graph, -1));
assertThrows(IllegalArgumentException.class, () -> dijkstraOptimizedAlgorithm.run(graph, graph.length));
}
}

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