Best Time to Buy and Sell Stock
Say you have an array for which the ith element is the price of a given stock on day i.
If you were only permitted to complete at most one transaction (ie, buy one and sell one share of the stock), design an algorithm to find the maximum profit.
Java:
1. CodeGanker http://blog.youkuaiyun.com/linhuanmars/article/details/23162793
维护两个量 局部最优 全局最优
public int maxProfit(int[] prices) {
if(prices==null || prices.length==0)
return 0;
int local = 0;
int global = 0;
for(int i=0;i<prices.length-1;i++)
{
local = Math.max(local+prices[i+1]-prices[i],0);
global = Math.max(local, global);
}
return global;
}2. 改良: http://blog.youkuaiyun.com/u013027996/article/details/19414967
public class Solution {
public int maxProfit(int[] prices) {
if(prices == null || prices.length == 0){
return 0;
}
int len = prices.length;
int maxProfit = 0, min=prices[0];
for(int i = 1; i < len; i++){
int tempProfit = prices[i] - min;
if(maxProfit < tempProfit){
maxProfit = tempProfit;
}
if(min > prices[i]){
min = prices[i];
}
}
return maxProfit;
}
}
本文介绍了一种寻找股票买卖最佳时机以获得最大利润的算法。该算法通过一次遍历即可得出最优解,提供了两种实现方式:一是维护局部最优和全局最优;二是记录最低价格和以此为基础的最大利润。
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