Say you have an array for which the ith element is the price of a given stock on day i.
Design an algorithm to find the maximum profit. You may complete at most k transactions.
解题思路:
https://leetcode.com/discuss/18330/is-it-best-solution-with-o-n-o-1%E3%80%82
本题是Best Time to Buy and Sell Stock系列最难的一道,
参考Java for LeetCode 123 Best Time to Buy and Sell Stock III解法二的思路,四个数组可以压缩为两个数组,JAVA实现如下:
public int maxProfit(int k, int[] prices) {
if (k == 0 || prices.length < 2)
return 0;
if (k > prices.length / 2) {
int maxProfitII = 0;
for (int i = 1; i < prices.length; ++i)
if (prices[i] > prices[i - 1])
maxProfitII += prices[i] - prices[i - 1];
return maxProfitII;
}
int[] buy=new int[k];
int[] sell=new int[k];
for(int i=0;i<buy.length;i++)
buy[i]=Integer.MIN_VALUE;
for (int i = 0; i < prices.length; i++)
for (int j = k - 1; j >= 0; j--) {
sell[j] = Math.max(sell[j], buy[j] + prices[i]);
if (j == 0)
buy[j] = Math.max(buy[j], -prices[i]);
else
buy[j] = Math.max(buy[j], sell[j - 1] - prices[i]);
}
return sell[k - 1];
}