Hard
Maximize Subarray GCD Score — C++
Full explanation · Time O(nlogn * logr) · Space O(n + logr)
// Time: O(nlogn * logr), r = max(nums)
// Space: O(n + logr)
// number theory, suffix-gcd states, dp, binary search
class Solution {
public:
long long maxGCDScore(vector<int>& nums, int k) {
static const int INF = numeric_limits<int>::max();
vector<int> lookup(size(nums));
for (int i = 0; i < size(nums); ++i) {
while ((nums[i] & 1) == 0) {
nums[i] >>= 1;
++lookup[i];
}
}
const int max_e = ranges::max(lookup);
vector<vector<int>> lookup2(max_e + 1);
for (int i = 0; i < size(lookup); ++i) {
lookup2[lookup[i]].emplace_back(i);
}
int64_t result = 0;
unordered_map<int, unordered_map<int, vector<int>>> dp;
for (int i = 0; i < size(nums); ++i) {
unordered_map<int, unordered_map<int, vector<int>>> new_dp;
new_dp[nums[i]][lookup[i]] = {i, i};
for (const auto& [g, e_v] : dp) { // |g * e| = O(logr)
for (const auto& [e, v] : e_v) {
const int ng = gcd(g, nums[i]);
const int ne = min(e, lookup[i]);
if (!new_dp.count(ng) || !new_dp[ng].count(ne)) {
new_dp[ng][ne] = {INF, INF};
}
new_dp[ng][ne][0] = min(new_dp[ng][ne][0], v[0]);
const int left = distance(cbegin(lookup2[ne]), lower_bound(cbegin(lookup2[ne]), cend(lookup2[ne]), v[0])); // Time: O(logn)
const int right = distance(cbegin(lookup2[ne]), upper_bound(cbegin(lookup2[ne]), cend(lookup2[ne]), i)) - 1; // Time: O(logn)
new_dp[ng][ne][1] = min(new_dp[ng][ne][1], (right - left + 1 <= k) ? v[0] : lookup2[ne][right - k] + 1);
}
}
dp = move(new_dp);
for (const auto& [g, e_v] : dp) { // |g * e| = O(logr)
for (const auto& [e, v] : e_v) {
result = max(result, (static_cast<int64_t>(g) * (i - v[0] + 1)) << e);
result = max(result, (static_cast<int64_t>(g) * (i - v[1] + 1)) << (e + 1));
}
}
}
return result;
}
};
// Time: O(n^2 + n * logr), r = max(nums)
// Space: O(1)
// number theory, brute force
class Solution2 {
public:
long long maxGCDScore(vector<int>& nums, int k) {
static const int INF = numeric_limits<int>::max();
const auto& lower_bit = [](int x) {
return x & -x;
};
int64_t result = 0;
for (int i = 0; i < size(nums); ++i) {
for (int j = i, g = 0, mn = INF, cnt = 0; j < size(nums); ++j) {
g = gcd(g, nums[j]);
const auto& bit = lower_bit(nums[j]);
if (bit < mn) {
mn = bit;
cnt = 0;
}
if (bit == mn) {
++cnt;
}
result = max(result, static_cast<int64_t>(g) * (j - i + 1) * (cnt <= k ? 2 : 1));
if (static_cast<int64_t>(g) * (size(nums) - i) * 2 <= result) {
break;
}
}
}
return result;
}
};