Max Difference 2 Subarray
最大子数组差
给定一个整数数组,找出两个不重叠的子数组A和B,使两个子数组和的差的绝对值|SUM(A) - SUM(B)|最大。
返回这个最大的差值。
样例
给出数组[1, 2, -3, 1],返回 6
注意
子数组最少包含一个数
挑战
时间复杂度为O(n),空间复杂度为O(n)
Solution
用到了max subarray的技巧,并且分别从左边和右边扫,对于每一个index, 更新res = Math.max(res, Math.max(maxFromRight[i] – minFromLeft[i-1], maxFromLeft[i] – maxFromRight[i-1]));
Code
public class Solution {
/**
* @param nums: A list of integers
* @return: An integer indicate the value of maximum difference between two
* Subarrays
*/
public int maxDiffSubArrays(ArrayList<Integer> nums) {
if (nums == null || nums.size() == 0) {
return 0;
}
int[] maxFromLeft = new int[nums.size()];
int[] minFromLeft = new int[nums.size()];
int min = nums.get(0);
int max = min;
int localmin = min;
int localmax = max;
maxFromLeft[0] = minFromLeft[0] = min;
for (int i = 1; i < nums.size(); i++) {
localmin = Math.min(nums.get(i), localmin+nums.get(i));
localmax = Math.max(nums.get(i), localmax+nums.get(i));
max = Math.max(max, localmax);
min = Math.min(min, localmin);
maxFromLeft[i] = max;
minFromLeft[i] = min;
}
min = nums.get(nums.size() - 1);
max = min;
localmin = min;
localmax = max;
int res = Math.max(max - minFromLeft[nums.size()-2],
maxFromLeft[nums.size() - 2] - min);
for (int i = nums.size() - 2; i > 0; i--) {
localmin = Math.min(nums.get(i), localmin+nums.get(i));
localmax = Math.max(nums.get(i), localmax+nums.get(i));
max = Math.max(max, localmax);
min = Math.min(min, localmin);
res = Math.max(res, Math.max(max - minFromLeft[i-1],
maxFromLeft[i-1] - min));
}
return res;
}
}