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This approach involves iterating through the prefix XOR array and using the properties of XOR to deduce the original array. Starting from the first element, which is the same as in the original array, subsequent elements can be found using the formula:
arr[i] = pref[i] ^ pref[i-1]
since pref[i] = arr[0] ^ arr[1] ^ ... ^ arr[i] and pref[i-1] = arr[0] ^ arr[1] ^ ... ^ arr[i-1].
Time Complexity: O(n)
Space Complexity: O(n)
1def findArray(pref):
2 arr = [pref[0]]
3 for i in range(1, len(pref)):
4 arr.append(pref[i] ^ pref[i - 1])
5 return arr
6
7pref = [5, 2, 0, 3, 1]
8arr = findArray(pref)
9print(arr)Utilizing Python's list operations, this solution iteratively applies XOR on consecutive elements of the prefix array to derive the original array elements. The usage of Python's simple iteration and list manipulation makes the solution concise and readable.
This approach calculates each element of the original array directly by using the property of XOR that makes it its own inverse. By understanding that the difference between consecutive prefix values gives the desired element, this method is implemented in a direct computational manner.
Time Complexity: O(n)
Space Complexity: O(n)
1
This Java solution is simple and direct, utilizing the XOR operation to restore the original array from the prefix array. The concise logic is powerful and demonstrates how a small change in approach results in equally correct solutions.