LeetCode 309 Best Time to Buy and Sell Stock with Cooldown (动态规划)
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Say you have an array for which the ith element is the price of a given stock on dayi.
Design an algorithm to find the maximum profit. You may complete as many transactions as you like(ie, buy one and sell one share of the stock multiple times) with the following restrictions:
- You may not engage in multiple transactions at the same time (ie, you must sell the stock before you buy again).
- After you sell your stock, you cannot buy stock on next day. (ie, cooldown 1 day)
Example:
prices = [1, 2, 3, 0, 2]maxProfit = 3transactions = [buy, sell, cooldown, buy, sell]
题目链接:https://leetcode.com/problems/best-time-to-buy-and-sell-stock-with-cooldown/
题目分析:设buy[i]表示第i天为买状态,sell[i]表示第i天为卖状态,转移方程自然就出来了
public class Solution { public int maxProfit(int[] prices) { int n = prices.length; if (n < 2) { return 0; } int[] buy = new int[n]; int[] sell = new int[n]; buy[0] = -prices[0]; sell[0] = 0; for (int i = 1; i < n; i ++) { sell[i] = Math.max(sell[i - 1], buy[i - 1] + prices[i]); if (i >= 2) { buy[i] = Math.max(buy[i - 1], sell[i - 2] - prices[i]); } else { buy[i] = Math.max(buy[i - 1], -prices[i]); } } return sell[n - 1]; }}
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