[leedcode 123] Best Time to Buy and Sell Stock III

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 two transactions.

Note:
You may not engage in multiple transactions at the same time (ie, you must sell the stock before you buy again).

public class Solution {
    public int maxProfit(int[] prices) {
        /*在整个区间的每一点切开,然后分别计算左子区间和右子区间的最大值,然后再用O(n)时间找到整个区间的最大值。
        看来以后碰到与2相关的问题,一定要想想能不能用二分法来做
        定义两个数组left和right,数组left[i]记录了price[0..i]的最大profit,数组right[i]记录了price[i..n]的最大profit。
        最后利用O(n)的时间求出Maxprofix = max(left(0,i) + right(i+1, n))  0<=i<n*/
        int len=prices.length;
        if(len<=0) return 0;
        int left[]=new int[len];
        int right[]=new int[len];
        left[0]=0;
        int minleft=prices[0];
        for(int i=1;i<len;i++){
            left[i]=Math.max(left[i-1],prices[i]-minleft);
            if(minleft>prices[i])minleft=prices[i];
        }
        right[len-1]=0;
        int maxright=prices[len-1];
        for(int j=len-2;j>=0;j--){
            right[j]=Math.max(right[j+1],maxright-prices[j]);
            if(maxright<prices[j])maxright=prices[j];
        }
        int res=0;
        for(int i=0;i<len;i++){
            int temp=right[i]+left[i];
            if(res<temp) res=temp;
        }
        return res;
    }
}
时间: 2024-08-05 15:25:10

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