Super Washing Machines

This page explains Java solution to problem Super Washing Machines using Math.

Problem Statement

You have n super washing machines on a line. Initially, each washing machine has some dresses or is empty.

For each move, you could choose any m (1 ≤ m ≤ n) washing machines, and pass one dress of each washing machine to one of its adjacent washing machines at the same time.

Given an integer array representing the number of dresses in each washing machine from left to right on the line, you should find the minimum number of moves to make all the washing machines have the same number of dresses. If it is not possible to do it, return -1.

Example 1:

Input: [1,0,5]
Output: 3
Explanation:
1st move: 1 0 5 => 1 1 4
2nd move: 1 1 4 => 2 1 3
3rd move: 2 1 3 => 2 2 2

Example 2:

Input: [0,3,0]
Output: 2

Example 3:

Input: [0,2,0]
Output: -1
Explanation:
It's impossible to make all the three washing machines have the same number of dresses.

Solution

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package com.vc.hard;

class SuperWashingMachines {
    public int findMinMoves(int[] machines) {
        /**
             Case 1:
             Max Number of give outs will be your answer at every location
             1  0  5   avg = 2
             -1 -2  3   moves
             No matter what, we have to move all the 3 extra from last machine to left one by one and in this case give outs will be your answer.


             Case 2:
             But sometime there will be accumulated give outs which can trump the answer
             1  0  0  0  2  3  avg = 1
             0 -1 -1 -1  1  2  giveOut
             0  1  2  3  4  5  index
             In this case maxGiveOut = 2, but accumulated give outs(which is 3) will be our answer.

             Because index 4 and 5 will give out their load to index 3 to transfer to left, to make all the 0 on the left side to 1
             So Index 3 will have give out of 3 which is max moves
        */
        if(machines == null || machines.length == 0) return 0;

        int n = machines.length, sum = 0;
        for(int machine: machines) sum += machine;

        int avg = 0;
        if(sum % n == 0) avg = sum / n;
        else return -1;

        int moves = 0;
        int giveOuts = 0;
        int accumulatedGiveOuts = 0;
        for(int i = 0; i < machines.length; i++) {
            //See if giveOuts is our answer like in Case 1 described above
            giveOuts = machines[i] - avg;
            moves = Math.max(giveOuts, moves);

            //See if accumulatedGiveOuts is our answer like in Case 2 described above
            accumulatedGiveOuts += giveOuts;
            moves = Math.max(moves, Math.abs(accumulatedGiveOuts));
        }
        return moves;
    }
}

Time Complexity

O(N) Where
N is total number of elements in an input array.

Space Complexity

O(1)