Medium
You are given two positive 0-indexed integer arrays nums1
and nums2
, both of length n
.
The sum of squared difference of arrays nums1
and nums2
is defined as the sum of (nums1[i] - nums2[i])2
for each 0 <= i < n
.
You are also given two positive integers k1
and k2
. You can modify any of the elements of nums1
by +1
or -1
at most k1
times. Similarly, you can modify any of the elements of nums2
by +1
or -1
at most k2
times.
Return the minimum sum of squared difference after modifying array nums1
at most k1
times and modifying array nums2
at most k2
times.
Note: You are allowed to modify the array elements to become negative integers.
Example 1:
Input: nums1 = [1,2,3,4], nums2 = [2,10,20,19], k1 = 0, k2 = 0
Output: 579
Explanation: The elements in nums1 and nums2 cannot be modified because k1 = 0 and k2 = 0.
The sum of square difference will be: (1 - 2)2 + (2 - 10)2 + (3 - 20)2 + (4 - 19)2 = 579.
Example 2:
Input: nums1 = [1,4,10,12], nums2 = [5,8,6,9], k1 = 1, k2 = 1
Output: 43
Explanation: One way to obtain the minimum sum of square difference is:
Increase nums1[0] once.
Increase nums2[2] once.
The minimum of the sum of square difference will be: (2 - 5)2 + (4 - 8)2 + (10 - 7)2 + (12 - 9)2 = 43.
Note that, there are other ways to obtain the minimum of the sum of square difference, but there is no way to obtain a sum smaller than 43.
Constraints:
n == nums1.length == nums2.length
1 <= n <= 105
0 <= nums1[i], nums2[i] <= 105
0 <= k1, k2 <= 109
import kotlin.math.abs
import kotlin.math.pow
class Solution {
fun minSumSquareDiff(nums1: IntArray, nums2: IntArray, k1: Int, k2: Int): Long {
var minSumSquare: Long = 0
val diffs = IntArray(100001)
var totalDiff: Long = 0
var kSum = k1.toLong() + k2
var currentDiff: Int
var maxDiff = 0
for (i in nums1.indices) {
// get current diff.
currentDiff = abs(nums1[i] - nums2[i])
// if current diff > 0, count/store it. If not,then ignore it.
if (currentDiff > 0) {
totalDiff += currentDiff.toLong()
diffs[currentDiff]++
maxDiff = maxDiff.coerceAtLeast(currentDiff)
}
}
// if kSum (k1 + k2) < totalDifferences, it means we can make all numbers/differences 0s
if (totalDiff <= kSum) {
return 0
}
// starting from the back, from the highest difference, lower that group one by one to the
// previous group.
// we need to make all n diffs to n-1, then n-2, as long as kSum allows it.
run {
var i = maxDiff
while (i > 0 && kSum > 0) {
if (diffs[i] > 0) {
// if current group has more differences than the totalK, we can only move k of them
// to the lower level.
if (diffs[i] >= kSum) {
diffs[i] -= kSum.toInt()
diffs[i - 1] += kSum.toInt()
kSum = 0
} else {
// else, we can make this whole group one level lower.
diffs[i - 1] += diffs[i]
kSum -= diffs[i].toLong()
diffs[i] = 0
}
}
i--
}
}
for (i in 0..maxDiff) {
if (diffs[i] > 0) {
minSumSquare += i.toDouble().pow(2.0).toLong() * diffs[i]
}
}
return minSumSquare
}
}