Add Gale-Shapley Algorithm and Tests (#5494)

This commit is contained in:
B Karthik
2024-10-02 19:20:30 +05:30
committed by GitHub
parent dab8ff3d1d
commit e6f597acaf
3 changed files with 139 additions and 0 deletions

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* [ActivitySelection](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/greedyalgorithms/ActivitySelection.java)
* [CoinChange](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/greedyalgorithms/CoinChange.java)
* [FractionalKnapsack](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/greedyalgorithms/FractionalKnapsack.java)
* [GaleShapley](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/greedyalgorithms/GaleShapley.java)
* [JobSequencing](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/greedyalgorithms/JobSequencing.java)
* [MinimizingLateness](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/greedyalgorithms/MinimizingLateness.java)
* io
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* [ActivitySelectionTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/greedyalgorithms/ActivitySelectionTest.java)
* [CoinChangeTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/greedyalgorithms/CoinChangeTest.java)
* [FractionalKnapsackTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/greedyalgorithms/FractionalKnapsackTest.java)
* [GaleShapleyTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/greedyalgorithms/GaleShapleyTest.java)
* [JobSequencingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/greedyalgorithms/JobSequencingTest.java)
* [MinimizingLatenessTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/greedyalgorithms/MinimizingLatenessTest.java)
* io

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package com.thealgorithms.greedyalgorithms;
import java.util.HashMap;
import java.util.LinkedList;
import java.util.Map;
/**
* Implementation of the Gale-Shapley Algorithm for Stable Matching.
* Problem link: https://en.wikipedia.org/wiki/Stable_marriage_problem
*/
public final class GaleShapley {
private GaleShapley() {
}
/**
* Function to find stable matches between men and women.
*
* @param womenPrefs A map containing women's preferences where each key is a woman and the value is an array of men in order of preference.
* @param menPrefs A map containing men's preferences where each key is a man and the value is an array of women in order of preference.
* @return A map containing stable matches where the key is a woman and the value is her matched man.
*/
public static Map<String, String> stableMatch(Map<String, LinkedList<String>> womenPrefs, Map<String, LinkedList<String>> menPrefs) {
// Initialize all men as free
Map<String, String> engagements = new HashMap<>();
LinkedList<String> freeMen = new LinkedList<>(menPrefs.keySet());
// While there are free men
while (!freeMen.isEmpty()) {
String man = freeMen.poll(); // Get the first free man
LinkedList<String> manPref = menPrefs.get(man); // Get the preferences of the man
// Check if manPref is null or empty
if (manPref == null || manPref.isEmpty()) {
continue; // Skip if no preferences
}
// Propose to the first woman in the man's preference list
String woman = manPref.poll();
String fiance = engagements.get(woman);
// If the woman is not engaged, engage her with the current man
if (fiance == null) {
engagements.put(woman, man);
} else {
// If the woman prefers the current man over her current fiance
LinkedList<String> womanPrefList = womenPrefs.get(woman);
// Check if womanPrefList is null
if (womanPrefList == null) {
continue; // Skip if no preferences for the woman
}
if (womanPrefList.indexOf(man) < womanPrefList.indexOf(fiance)) {
engagements.put(woman, man);
freeMen.add(fiance); // Previous fiance becomes free
} else {
// Woman rejects the new proposal, the man remains free
freeMen.add(man);
}
}
}
return engagements; // Return the stable matches
}
}

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package com.thealgorithms.greedyalgorithms;
import static org.junit.jupiter.api.Assertions.assertEquals;
import java.util.HashMap;
import java.util.LinkedList;
import java.util.List;
import java.util.Map;
import org.junit.jupiter.api.Test;
public class GaleShapleyTest {
@Test
public void testStableMatch() {
Map<String, LinkedList<String>> womenPrefs = new HashMap<>();
womenPrefs.put("A", new LinkedList<>(List.of("X", "Y", "Z")));
womenPrefs.put("B", new LinkedList<>(List.of("Y", "X", "Z")));
womenPrefs.put("C", new LinkedList<>(List.of("X", "Y", "Z")));
Map<String, LinkedList<String>> menPrefs = new HashMap<>();
menPrefs.put("X", new LinkedList<>(List.of("A", "B", "C")));
menPrefs.put("Y", new LinkedList<>(List.of("B", "A", "C")));
menPrefs.put("Z", new LinkedList<>(List.of("A", "B", "C")));
Map<String, String> result = GaleShapley.stableMatch(womenPrefs, menPrefs);
Map<String, String> expected = new HashMap<>();
expected.put("A", "X");
expected.put("B", "Y");
expected.put("C", "Z");
assertEquals(expected, result);
}
@Test
public void testSinglePair() {
Map<String, LinkedList<String>> womenPrefs = new HashMap<>();
womenPrefs.put("A", new LinkedList<>(List.of("X")));
Map<String, LinkedList<String>> menPrefs = new HashMap<>();
menPrefs.put("X", new LinkedList<>(List.of("A")));
Map<String, String> result = GaleShapley.stableMatch(womenPrefs, menPrefs);
Map<String, String> expected = new HashMap<>();
expected.put("A", "X");
assertEquals(expected, result);
}
@Test
public void testEqualPreferences() {
Map<String, LinkedList<String>> womenPrefs = new HashMap<>();
womenPrefs.put("A", new LinkedList<>(List.of("X", "Y", "Z")));
womenPrefs.put("B", new LinkedList<>(List.of("X", "Y", "Z")));
womenPrefs.put("C", new LinkedList<>(List.of("X", "Y", "Z")));
Map<String, LinkedList<String>> menPrefs = new HashMap<>();
menPrefs.put("X", new LinkedList<>(List.of("A", "B", "C")));
menPrefs.put("Y", new LinkedList<>(List.of("A", "B", "C")));
menPrefs.put("Z", new LinkedList<>(List.of("A", "B", "C")));
Map<String, String> result = GaleShapley.stableMatch(womenPrefs, menPrefs);
Map<String, String> expected = new HashMap<>();
expected.put("A", "X");
expected.put("B", "Y");
expected.put("C", "Z");
assertEquals(expected, result);
}
}