Medium
Maximum XOR of Two Numbers in an Array — C++
Full explanation · Time O(nlogr) · Space O(t)
// Time: O(nlogr), r = max(nums)
// Space: O(t)
class Solution {
private:
class Trie {
public:
Trie(int bit_length)
: bit_length_(bit_length)
, nodes_() {
new_node();
}
void insert(int num) {
int curr = 0;
for (int i = bit_length_ - 1; i >= 0; --i) {
int x = num >> i;
if (nodes_[curr][x & 1] == -1) {
nodes_[curr][x & 1] = new_node();
}
curr = nodes_[curr][x & 1];
}
}
int query(int num) {
int result = 0, curr = 0;
for (int i = bit_length_ - 1; i >= 0; --i) {
result <<= 1;
const int x = num >> i;
if (nodes_[curr][1 ^ (x & 1)] != -1) {
result |= 1;
curr = nodes_[curr][1 ^ (x & 1)];
} else {
curr = nodes_[curr][x & 1];
}
}
return result;
}
private:
int new_node() {
nodes_.push_back(array<int, 2>{-1, -1});
return size(nodes_) - 1;
}
const int bit_length_;
vector<array<int, 2>> nodes_;
};
public:
int findMaximumXOR(vector<int>& nums) {
Trie trie(bit_length(*max_element(cbegin(nums), cend(nums))));
int result = 0;
for (const auto& num : nums) {
trie.insert(num);
result = max(result, trie.query(num));
}
return result;
}
private:
int bit_length(int x) {
return x != 0 ? 32 - __builtin_clz(x) : 1;
}
};
// Time: O(nlogr), r = max(nums)
// Space: O(n)
class Solution2 {
public:
int findMaximumXOR(vector<int>& nums) {
int result = 0;
for (int i = bit_length(*max_element(cbegin(nums), cend(nums))) - 1; i >= 0; --i) {
result <<= 1;
unordered_set<int> prefixes;
for (const auto& n : nums) {
prefixes.emplace(n >> i);
}
for (const auto& p : prefixes) {
if (prefixes.count((result | 1) ^ p)) {
result |= 1;
break;
}
}
}
return result;
}
private:
int bit_length(int x) {
return x != 0 ? 32 - __builtin_clz(x) : 1;
}
};