• 刷题309. Best Time to Buy and Sell Stock with Cooldown


    一、题目说明

    题目309. Best Time to Buy and Sell Stock with Cooldown,计算买卖股票的最大利润,卖出股票后第二天不能买入,需要冷却一天。

    二、我的解答

    这个题目,我没做出来。看了高手的解答,才知道用dp。

    class Solution{
    	public:
    		//sold[i] = hold[i-1] + price[i];
    		//hold[i] = max(hold[i-1], rest[i-1] - price[i])
    		//rest[i] = max(rest[i-1], sold[i-1])
    		//最后一天max(sold,rest)
    		int maxProfit(vector<int>& prices){
    			int sold=0,rest=0,hold=INT_MIN;
    			for(int p: prices){
    				int pre_sold = sold;// sold[i-1]
    				sold = hold + p; //sold[i]
    				hold = max(hold,rest-p); // hold[i]
    				rest = max(rest,pre_sold);
    			}
    			return max(sold,rest);
    		}
    };
    

    性能如下:

    Runtime: 0 ms, faster than 100.00% of C++ online submissions for Best Time to Buy and Sell Stock with Cooldown.
    Memory Usage: 8.7 MB, less than 55.56% of C++ online submissions for Best Time to Buy and Sell Stock with Cooldown.
    

    三、优化措施

    dp状态方程怎么来?

    每一天有3个状态:

    持有hold:可以是前一天买入的继续持有;或者前一天冷却今天买入,取其最大值。

    max(hold[i-1], rest[i-1] - price[i])

    卖出sold: 卖出是前一天持有量 + 卖出的价格

    sold[i] = hold[i-1] + price[i]

    冷却rest:前一天冷却今天继续冷却,或者前一天卖出今天冷却,取其最大值。

    rest[i] = max(rest[i-1], sold[i-1])

    所有文章,坚持原创。如有转载,敬请标注出处。
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  • 原文地址:https://www.cnblogs.com/siweihz/p/12342916.html
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