122.最佳买卖股票时间ii
最佳买卖股票时间 II
给你一个数组 prices
,prices[i]
是第 i
天股票的价格。
找到你能获取的最大收益。你可以按你喜欢的方式进行多次交易(多次买入和卖出同一只股票)。
注意: 你不能同时进行多项交易(即你在买入之前要先把之前的持有的股票卖出)。
Example 1:
Input: prices = [7,1,5,3,6,4]
Output: 7
Explanation: Buy on day 2 (price = 1) and sell on day 3 (price = 5), profit = 5-1 = 4.
Then buy on day 4 (price = 3) and sell on day 5 (price = 6), profit = 6-3 = 3.
Example 2:
Input: prices = [1,2,3,4,5]
Output: 4
Explanation: Buy on day 1 (price = 1) and sell on day 5 (price = 5), profit = 5-1 = 4.
Note that you cannot buy on day 1, buy on day 2 and sell them later, as you are engaging multiple transactions at the same time. You must sell before buying again.
Example 3:
Input: prices = [7,6,4,3,1]
Output: 0
Explanation: In this case, no transaction is done, i.e., max profit = 0.
限制:
- 1 <= prices.length <= 3 * 104
- 0 <= prices[i] <= 104
解法 根据股价和时间建立平面直角坐标系,画出股价折线图,会发现最大收益是在波谷买入,然后在波峰买出,所以根据数据的上升/下降趋势进行对应的操作即可得到最大收益。
/**
* @param {number[]} prices
* @return {number}
*/
var maxProfit = function(prices) {
// let lastBuyPrice = 0; // 上次买入价格,0 表示未持股,约束条件表明股价有可能出现 0,开始没注意到,导致第一次提交没过
let lastBuyPrice = null; // 上次买入价格,null 表示未持股
let maxProfit = 0; // 历史最大收益
for (let i = 0; i < prices.length; ++i) {
const currPrice = prices[i];
const nextPrice = prices[i + 1];
// 最后一天的情况处理一下,将之前上升或者持平导致没卖出的都卖掉
if (i === (prices.length - 1) && lastBuyPrice !== null) {
maxProfit += currPrice - lastBuyPrice;
break;
}
// 即将下降,如果持有则卖出
if (currPrice > nextPrice && lastBuyPrice !== null) {
maxProfit += currPrice - lastBuyPrice;
lastBuyPrice = null;
}
// 即将上升,如果未持有则买入
if (currPrice < nextPrice && lastBuyPrice === null) {
lastBuyPrice = currPrice;
}
}
return maxProfit;
};