Add MedianOfTwoSortedArrays algorithm (#5554)

This commit is contained in:
Hardik Pawar
2024-10-09 11:26:08 +05:30
committed by GitHub
parent 403649d404
commit 5c79e5de5d
3 changed files with 99 additions and 0 deletions

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@@ -31,6 +31,7 @@
* [IsPowerTwo](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/bitmanipulation/IsPowerTwo.java)
* [LowestSetBit](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/bitmanipulation/LowestSetBit.java)
* [NonRepeatingNumberFinder](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/bitmanipulation/NonRepeatingNumberFinder.java)
* [NumberAppearingOddTimes](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/bitmanipulation/NumberAppearingOddTimes.java)
* [NumbersDifferentSigns](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/bitmanipulation/NumbersDifferentSigns.java)
* [ReverseBits](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/bitmanipulation/ReverseBits.java)
* [SingleBitOperations](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/bitmanipulation/SingleBitOperations.java)
@@ -228,6 +229,7 @@
* divideandconquer
* [BinaryExponentiation](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/divideandconquer/BinaryExponentiation.java)
* [ClosestPair](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/divideandconquer/ClosestPair.java)
* [MedianOfTwoSortedArrays](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/divideandconquer/MedianOfTwoSortedArrays.java)
* [SkylineAlgorithm](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/divideandconquer/SkylineAlgorithm.java)
* [StrassenMatrixMultiplication](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/divideandconquer/StrassenMatrixMultiplication.java)
* dynamicprogramming
@@ -638,6 +640,7 @@
* [IsPowerTwoTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/bitmanipulation/IsPowerTwoTest.java)
* [LowestSetBitTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/bitmanipulation/LowestSetBitTest.java)
* [NonRepeatingNumberFinderTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/bitmanipulation/NonRepeatingNumberFinderTest.java)
* [NumberAppearingOddTimesTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/bitmanipulation/NumberAppearingOddTimesTest.java)
* [NumbersDifferentSignsTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/bitmanipulation/NumbersDifferentSignsTest.java)
* [ReverseBitsTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/bitmanipulation/ReverseBitsTest.java)
* [SingleBitOperationsTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/bitmanipulation/SingleBitOperationsTest.java)
@@ -729,6 +732,7 @@
* [LeftistHeapTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/heaps/LeftistHeapTest.java)
* lists
* [CircleLinkedListTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/lists/CircleLinkedListTest.java)
* [CreateAndDetectLoopTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/lists/CreateAndDetectLoopTest.java)
* [QuickSortLinkedListTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/lists/QuickSortLinkedListTest.java)
* [ReverseKGroupTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/lists/ReverseKGroupTest.java)
* [RotateSinglyLinkedListsTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/datastructures/lists/RotateSinglyLinkedListsTest.java)
@@ -773,6 +777,7 @@
* divideandconquer
* [BinaryExponentiationTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/divideandconquer/BinaryExponentiationTest.java)
* [ClosestPairTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/divideandconquer/ClosestPairTest.java)
* [MedianOfTwoSortedArraysTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/divideandconquer/MedianOfTwoSortedArraysTest.java)
* [SkylineAlgorithmTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/divideandconquer/SkylineAlgorithmTest.java)
* [StrassenMatrixMultiplicationTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/divideandconquer/StrassenMatrixMultiplicationTest.java)
* dynamicprogramming

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@@ -0,0 +1,53 @@
package com.thealgorithms.divideandconquer;
public final class MedianOfTwoSortedArrays {
private MedianOfTwoSortedArrays() {
}
/**
* Finds the median of two sorted arrays in logarithmic time.
*
* @param nums1 the first sorted array
* @param nums2 the second sorted array
* @return the median of the combined sorted array
* @throws IllegalArgumentException if the input arrays are not sorted
*/
public static double findMedianSortedArrays(int[] nums1, int[] nums2) {
if (nums1.length > nums2.length) {
return findMedianSortedArrays(nums2, nums1); // Ensure nums1 is the smaller array
}
int m = nums1.length;
int n = nums2.length;
int low = 0;
int high = m;
while (low <= high) {
int partition1 = (low + high) / 2; // Partition in the first array
int partition2 = (m + n + 1) / 2 - partition1; // Partition in the second array
int maxLeft1 = (partition1 == 0) ? Integer.MIN_VALUE : nums1[partition1 - 1];
int minRight1 = (partition1 == m) ? Integer.MAX_VALUE : nums1[partition1];
int maxLeft2 = (partition2 == 0) ? Integer.MIN_VALUE : nums2[partition2 - 1];
int minRight2 = (partition2 == n) ? Integer.MAX_VALUE : nums2[partition2];
// Check if partition is valid
if (maxLeft1 <= minRight2 && maxLeft2 <= minRight1) {
// If combined array length is odd
if (((m + n) & 1) == 1) {
return Math.max(maxLeft1, maxLeft2);
}
// If combined array length is even
else {
return (Math.max(maxLeft1, maxLeft2) + Math.min(minRight1, minRight2)) / 2.0;
}
} else if (maxLeft1 > minRight2) {
high = partition1 - 1;
} else {
low = partition1 + 1;
}
}
throw new IllegalArgumentException("Input arrays are not sorted");
}
}

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@@ -0,0 +1,41 @@
package com.thealgorithms.divideandconquer;
import static org.junit.jupiter.api.Assertions.assertEquals;
import java.util.stream.Stream;
import org.junit.jupiter.params.ParameterizedTest;
import org.junit.jupiter.params.provider.Arguments;
import org.junit.jupiter.params.provider.MethodSource;
public class MedianOfTwoSortedArraysTest {
@ParameterizedTest
@MethodSource("provideTestCases")
void testFindMedianSortedArrays(int[] nums1, int[] nums2, double expectedMedian) {
assertEquals(expectedMedian, MedianOfTwoSortedArrays.findMedianSortedArrays(nums1, nums2));
}
private static Stream<Arguments> provideTestCases() {
return Stream.of(
// Test case 1: Arrays of equal length
Arguments.of(new int[] {1, 3}, new int[] {2, 4}, 2.5),
// Test case 2: Arrays of different lengths
Arguments.of(new int[] {1, 3}, new int[] {2}, 2.0),
// Test case 3: Arrays with even total length
Arguments.of(new int[] {1, 2, 8}, new int[] {3, 4, 5, 6, 7}, 4.5),
// Test case 4: Arrays with odd total length
Arguments.of(new int[] {1, 2, 8}, new int[] {3, 4, 5}, 3.5),
// Test case 5: Single element arrays
Arguments.of(new int[] {1}, new int[] {3}, 2.0),
// Test case 6: Empty arrays
Arguments.of(new int[] {}, new int[] {0}, 0.0),
// Test case 7: Same element arrays
Arguments.of(new int[] {2, 2, 2}, new int[] {2, 2, 2}, 2.0));
}
}