Tuesday, October 29, 2013

Backtracking: Tug of War

Refer to the question at GFG:
http://www.geeksforgeeks.org/tug-of-war/

The solution given here is much easier to understand and its in Java.

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. If n is even, then sizes of two subsets must be strictly n/2 and if n is odd, then size of one subset must be (n-1)/2 and size of other subset must be (n+1)/2.

For example, let given set be {3, 4, 5, -3, 100, 1, 89, 54, 23, 20}, the size of set is 10. Output for this set should be {4, 100, 1, 23, 20} and {3, 5, -3, 89, 54}. Both output subsets are of size 5 and sum of elements in both subsets is same (148 and 148).

package com.example;

public class TugOfWar {

 static int[] a = { 23, 45, -34, 12, 0, 98, -99, 4, 189, -1, 4 };
 static int n = a.length;
 static int minDiff = Integer.MAX_VALUE;
 static boolean[] solution = new boolean[n];
 static boolean[] selected = new boolean[n];

 public static void main(String[] args) {
  solve(0);
  print();
 }

 // the solution is simple,

 // 1. in each iteration, either add or remove the current element from the selected array
 // 2. check if we have already selected the requried number of elements, in that case update solution
 // 3. check if have already reached the end of the array, in that case, simply return
 protected static void solve(int currentIndex) {

  // get size of selected
  int selectedSize = 0;
  for (int i = 0; i < n; i++)
   if (selected[i])
    selectedSize++;

  if (selectedSize == n / 2) {
   // check if diff < minDiff, update solution
   int diff = getDiff();
   if (diff < minDiff) {
    minDiff = diff;
    updateSolution();
   }
  }

  // check if currentIndex == n and return
  if (currentIndex >= n)
   return;

  // add curindex to selected
  selected[currentIndex] = true;
  solve(currentIndex + 1);

  // remove curindex from selected
  selected[currentIndex] = false;
  solve(currentIndex + 1);
 }

 protected static void updateSolution() {
  for (int i = 0; i < n; i++) {
   solution[i] = selected[i];
  }
 }

 protected static void print() {
  for (int i = 0; i < n; i++) {
   if (solution[i]) {
    System.out.print(a[i]);
    System.out.print(",");
   }
  }
  System.out.println();
  for (int i = 0; i < n; i++) {
   if (!solution[i]) {
    System.out.print(a[i]);
    System.out.print(",");
   }
  }
  System.out.println();
 }

 protected static int getDiff() {

  int leftSum = 0;
  int rightSum = 0;

  for (int i = 0; i < n; i++) {
   if (selected[i])
    leftSum += a[i];
   else
    rightSum += a[i];
  }

  return Math.abs(rightSum - leftSum);
 }
}

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