Reconstruct Alternating Sequence ā Problem Statement & Solution Guide
Problem Description
Given an array of integers diff representing the differences between consecutive elements in a reconstructed array, determine the original array that these differences represent, assuming the first element is 0 and differences alternate between being added and subtracted from the running total.
Examples
Input
[1, -2, 3, -4]
Output
[0, 1, -2, 3, -4, 5]
Explanation: Step 1: Initialize the result array with the first element as 0. Result = [0]. Step 2: Iterate through the differences array. For each difference, if the index is even, add the difference to the last element of the result array. If the index is odd, subtract the difference from the last element of the result array. Result = [0, 1, -2, 3, -4, 5].
Input
[5, 2, 3]
Output
[0, 5, 2, 3, -7]
Explanation: Step 1: Initialize the result array with the first element as 0. Result = [0]. Step 2: Iterate through the differences array. For each difference, if the index is even, add the difference to the last element of the result array. If the index is odd, subtract the difference from the last element of the result array. Result = [0, 5, 2, 3, -7].
Constraints
- The length of the differences array will not exceed 10^5 elements.
- All numbers in the differences array are integers between -10^9 and 10^9.
- The input array may be empty, in which case the output is [0].
- The total sum of absolute values of differences will not exceed 10^6.
Optimal Approach & Strategy
The optimal approach involves initializing the result array with 0 and then iteratively applying the given differences, switching between addition and subtraction based on the pattern. This results in a linear time complexity.
Brute Force Approach
One naive approach could involve trying all possible initial numbers and then iteratively adjusting them based on given differences, but this would lead to an inefficient O(n²) complexity. This method involves significant repeated computation. It's clearly not suitable for large inputs.
Verified Code Solutions
function reconstructAlternatingSequence(diff) {
let result = [0];
for (let i = 0; i < diff.length; i++) {
result.push(result[result.length - 1] + (i % 2 === 0 ? diff[i] : -diff[i]));
}
return result;
}class Solution {
public int[] reconstructAlternatingSequence(int[] diff) {
int[] result = new int[diff.length + 1];
result[0] = 0;
for (int i = 0; i < diff.length; i++) {
if (i % 2 == 0) {
result[i + 1] = result[i] + diff[i];
} else {
result[i + 1] = result[i] - diff[i];
}
}
return result;
}
}def reconstructAlternatingSequence(diff):
result = [0]
for i in range(len(diff)):
if i % 2 == 0:
result.append(result[-1] + diff[i])
else:
result.append(result[-1] - diff[i])
return resultfunction reconstructAlternatingSequence(diff) {
let result = [0];
for (let i = 0; i < diff.length; i++) {
result.push(result[result.length - 1] + (i % 2 === 0 ? diff[i] : -diff[i]));
}
return result;
}Asked in Top Tech Interviews
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