class Solution {
public:
int maxProfit(int k, vector<int>& prices)
{
int n = prices.size();
if (n == 0) return 0;
if (k >= n) return getMaxProfit(prices);
vector<int> curMaxProfit(k + 1, 0);
vector<int> maxProfit(k + 1, 0);
for (int i = 1; i < n; i++)
{
int diff = prices[i] - prices[i - 1];
for (int j = k; j >= 1; j--)
{
curMaxProfit[j] = max(curMaxProfit[j] + diff, maxProfit[j - 1] + max(0, diff));
maxProfit[j] = max(maxProfit[j], curMaxProfit[j]);
}
}
return maxProfit[k];
}
int getMaxProfit(vector<int>& prices)
{
int maxProfit = 0;
for (int i = 1; i < prices.size(); i++)
{
if (prices[i] > prices[i - 1])
{
maxProfit += prices[i] - prices[i - 1];
}
}
return maxProfit;
}
};
- T: O(N⋅K)
- S: O(N⋅K)