Add Partition Problem (#4182)

This commit is contained in:
Md. Asif Joardar 2023-05-09 16:21:11 +06:00 committed by GitHub
parent 3a593d5d3c
commit 3109c11c59
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
3 changed files with 65 additions and 1 deletions

View File

@ -0,0 +1,40 @@
/**
* @author Md Asif Joardar
*
* Description: The partition problem is a classic problem in computer science
* that asks whether a given set can be partitioned into two subsets such that
* the sum of elements in each subset is the same.
*
* Example:
* Consider nums = {1, 2, 3}
* We can split the array "nums" into two partitions, where each having a sum of 3.
* nums1 = {1, 2}
* nums2 = {3}
*
* The time complexity of the solution is O(n × sum) and requires O(n × sum) space
*/
package com.thealgorithms.dynamicprogramming;
import java.util.Arrays;
public class PartitionProblem {
/**
* Test if a set of integers can be partitioned into two subsets such that the sum of elements
* in each subset is the same.
*
* @param nums the array contains integers.
* @return {@code true} if two subset exists, otherwise {@code false}.
*/
public static boolean partition(int[] nums)
{
// calculate the sum of all the elements in the array
int sum = Arrays.stream(nums).sum();
// it will return true if the sum is even and the array can be divided into two subarrays/subset with equal sum.
// and here i reuse the SubsetSum class from dynamic programming section to check if there is exists a
// subsetsum into nums[] array same as the given sum
return (sum & 1) == 0 && SubsetSum.subsetSum(nums, sum/2);
}
}

View File

@ -22,7 +22,7 @@ public class SubsetSum {
* @param sum target sum of subset.
* @return {@code true} if subset exists, otherwise {@code false}.
*/
private static boolean subsetSum(int[] arr, int sum) {
public static boolean subsetSum(int[] arr, int sum) {
int n = arr.length;
boolean[][] isSum = new boolean[n + 2][sum + 1];

View File

@ -0,0 +1,24 @@
package com.thealgorithms.dynamicprogramming;
import org.junit.jupiter.api.Test;
import static org.junit.jupiter.api.Assertions.*;
class PartitionProblemTest {
@Test
public void testIfSumOfTheArrayIsOdd(){
assertFalse(PartitionProblem.partition(new int[]{1, 2, 2}));
}
@Test
public void testIfSizeOfTheArrayIsOne(){
assertFalse(PartitionProblem.partition(new int[]{2}));
}
@Test
public void testIfSumOfTheArrayIsEven1(){
assertTrue(PartitionProblem.partition(new int[]{1, 2, 3, 6}));
}
@Test
public void testIfSumOfTheArrayIsEven2(){
assertFalse(PartitionProblem.partition(new int[]{1, 2, 3, 8}));
}
}