相邻值的按位异或
难度:
标签:
题目描述
A 0-indexed array derived
with length n
is derived by computing the bitwise XOR (⊕) of adjacent values in a binary array original
of length n
.
Specifically, for each index i
in the range [0, n - 1]
:
- If
i = n - 1
, thenderived[i] = original[i] ⊕ original[0]
. - Otherwise,
derived[i] = original[i] ⊕ original[i + 1]
.
Given an array derived
, your task is to determine whether there exists a valid binary array original
that could have formed derived
.
Return true if such an array exists or false otherwise.
- A binary array is an array containing only 0's and 1's
Example 1:
Input: derived = [1,1,0] Output: true Explanation: A valid original array that gives derived is [0,1,0]. derived[0] = original[0] ⊕ original[1] = 0 ⊕ 1 = 1 derived[1] = original[1] ⊕ original[2] = 1 ⊕ 0 = 1 derived[2] = original[2] ⊕ original[0] = 0 ⊕ 0 = 0
Example 2:
Input: derived = [1,1] Output: true Explanation: A valid original array that gives derived is [0,1]. derived[0] = original[0] ⊕ original[1] = 1 derived[1] = original[1] ⊕ original[0] = 1
Example 3:
Input: derived = [1,0] Output: false Explanation: There is no valid original array that gives derived.
Constraints:
n == derived.length
1 <= n <= 105
- The values in
derived
are either 0's or 1's
代码结果
运行时间: 77 ms, 内存: 20.6 MB
// 思路: 使用 Java Stream 对 derived 数组中的所有元素求和,然后判断其是否为偶数。
import java.util.Arrays;
public class Solution {
public boolean doesValidOriginalExist(int[] derived) {
// 计算 derived 数组的元素总和
int sum = Arrays.stream(derived).sum();
// 如果总和为偶数,则存在有效的原始二进制数组 original
return sum % 2 == 0;
}
}
解释
方法:
题解的核心思路是利用按位异或的性质来判断是否存在一个符合条件的原始数组。具体地,由于异或操作具有可逆性和自反性(即 a^a=0 且 a^0=a),对派生数组 `derived` 中的所有元素进行连续异或操作后,如果结果为0,说明原始数组 `original` 可能存在。这是因为在派生过程中的异或操作,如果从 `original` 数组派生出 `derived`,最终所有的项异或的结果应该是0。这是因为各个项的异或会在原始数组的首尾项上抵消,即 original[0] ⊕ original[n-1],如果 `derived` 数组能够由某个数组派生而来,则这个结果必须为0。
时间复杂度:
O(n)
空间复杂度:
O(1)
代码细节讲解
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题解中提到,如果所有derived数组的元素异或的结果为0,则原始数组可能存在。请问这种方法是否能保证derived数组确实可以由某个原始数组派生而来?
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在题解的异或操作中,为什么最终的结果只需要检查是否为0?这与原始数组和派生数组的关系是怎样的?
▷🦆
题解中使用了一个循环来对derived数组中的所有元素进行异或操作。请问这种方法的时间复杂度是多少?
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