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TwoSubsetsWithMinDifference.java
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/*
Given a set of n integers, divide the set in two subsets of n/2 sizes each
such that the difference of the sum of two subsets is as minimum as possible.
Return the minimum difference(absolute value).
Assumptions:
The given integer array is not null, and it has length of >= 2.
Examples:
{1, 3, 2} can be divided into {1, 2} and {3}, the minimum difference is 0
*/
import java.util.ArrayList;
import java.util.List;
public class TwoSubsetsWithMinDifference {
// method 1 starts here, using cur to hold cur result
public int minDifference(int[] arr) { // TC: O(2^n), SC: O(n)
int[] cur = new int[arr.length / 2];
Min min = new Min();
dfs(0, 0, cur, sum(arr), arr, min);
return min.val;
}
private void dfs(int idx, int write, int[] cur, int sum, int[] arr, Min min) {
if (write == cur.length) {
min.val = Math.min(min.val, Math.abs(sum - sum(cur) * 2));
return;
}
if (idx == arr.length) return;
dfs(idx + 1, write, cur, sum, arr, min);
cur[write] = arr[idx];
dfs(idx + 1, write + 1, cur, sum, arr, min);
}
private int sum(int[] a) {
int sum = 0;
for (int v : a) sum += v;
return sum;
}
static class Min {
int val = Integer.MAX_VALUE;
}
// method 1 ends here
// method 2 starts here, using ArrayList to hold the cur result
public int minDifference2(int[] arr) { // TC: O(2^n), SC: O(n)
List<Integer> cur = new ArrayList<>();
Min min = new Min();
dfs(0, cur, sum(arr), arr, min);
return min.val;
}
private void dfs(int idx, List<Integer> cur, int sum, int[] arr, Min min) {
if (cur.size() == arr.length / 2) {
min.val = Math.min(min.val, Math.abs(sum - sum(cur) * 2));
return;
}
if (idx == arr.length) return;
dfs(idx + 1, cur, sum, arr, min);
cur.add(arr[idx]);
dfs(idx + 1, cur, sum, arr, min);
cur.remove(cur.size() - 1);
}
private int sum(List<Integer> l) {
int sum = 0;
for (int v : l) sum += v;
return sum;
}
// method 2 ends here
public static void main(String[] args) {
TwoSubsetsWithMinDifference tsmd = new TwoSubsetsWithMinDifference();
int[] arr = {1,4,2,3};
System.out.println(tsmd.minDifference(arr)); // 0
System.out.println(tsmd.minDifference2(arr)); // 0
}
}