Medium
Maximum Number of Items From Sale I — C++
Full explanation · Time O(rlogr + n * b) · Space O(r + b)
// Time: O(rlogr + n * b), r = max(f for f, _ in items)
// Space: O(r + b)
// freq table, knapsack dp, greedy
class Solution {
public:
int maximumSaleItems(vector<vector<int>>& items, int budget) {
static const int NEG_INF = numeric_limits<int>::min();
int max_f = 0;
for (const auto& x : items) {
max_f = max(max_f, x[0]);
}
vector<int> cnt(max_f + 1);
for (const auto& x : items) {
++cnt[x[0]];
}
vector<int> total(size(cnt));
for (int i = 1; i < size(cnt); ++i) {
if (!cnt[i]) {
continue;
}
for (int j = i; j < size(cnt); j += i) {
total[i] += cnt[j];
}
}
vector<int> dp(budget + 1, NEG_INF);
dp[0] = 0;
for (const auto& x : items) {
for (int i = size(dp) - 1; i - x[1] >= 0; --i) {
if (dp[i - x[1]] == NEG_INF) {
continue;
}
dp[i] = max(dp[i], dp[i - x[1]] + total[x[0]]);
}
}
int min_p = numeric_limits<int>::max();
for (const auto& x : items) {
min_p = min(min_p, x[1]);
}
int result = 0;
for (int i = 0; i < size(dp); ++i) {
if (dp[i] == NEG_INF) {
continue;
}
result = max(result, dp[i] + (budget - i) / min_p);
}
return result;
}
};
// Time: O(rlogr + n * b), r = max(f for f, _ in items)
// Space: O(r + b)
// freq table, knapsack dp, greedy
class Solution2 {
public:
int maximumSaleItems(vector<vector<int>>& items, int budget) {
static const int NEG_INF = numeric_limits<int>::min();
int max_f = 0;
for (const auto& x : items) {
max_f = max(max_f, x[0]);
}
vector<int> cnt(max_f + 1);
for (const auto& x : items) {
++cnt[x[0]];
}
vector<int> total(size(cnt));
for (int i = 1; i < size(cnt); ++i) {
if (!cnt[i]) {
continue;
}
for (int j = i; j < size(cnt); j += i) {
total[i] += cnt[j];
}
}
vector<int> dp(budget + 1, NEG_INF);
dp[0] = 0;
for (const auto& x : items) {
for (int i = size(dp) - 1; i - x[1] >= 0; --i) {
if (dp[i - x[1]] == NEG_INF) {
continue;
}
dp[i] = max(dp[i], dp[i - x[1]] + total[x[0]]);
}
for (int i = x[1]; i < size(dp); ++i) {
if (dp[i - x[1]] == NEG_INF) {
continue;
}
dp[i] = max(dp[i], dp[i - x[1]] + 1);
}
}
return ranges::max(dp);
}
};