Return the buy and sell prices to generate the most profit from a list of daily stock prices (integers for simplicity). The single buy/sell profit must be maximized. If you can't make any money, strive to cut your losses as much as possible.
Question
Return the buy and sell prices to generate the most profit from a list of daily stock prices (integers for simplicity). The single buy/sell profit must be maximized. If you can't make any money, strive to cut your losses as much as possible.
Solution
Sure, here is a Python solution for your problem:
def max_profit(prices):
if len(prices) < 2:
return "Need at least two days of prices to make a trade"
min_price = prices[0]
max_profit = prices[1] - prices[0]
for i in range(1, len(prices)):
current_price = prices[i]
potential_profit = current_price - min_price
max_profit = max(max_profit, potential_profit)
min_price = min(min_price, current_price)
return max_profit
Here's how it works:
-
If the list of prices has less than two elements, we return an error message because we need at least two prices to make a trade.
-
We initialize
min_priceto the first price andmax_profitto the difference between the first two prices. -
We iterate over the list of prices starting from the second price. For each price, we calculate the potential profit we could make if we bought at the minimum price we've seen so far and sold at the current price. We update
max_profitif the potential profit is greater than the currentmax_profit. -
We also update
min_priceif the current price is less than themin_pricewe've seen so far. -
Finally, we return
max_profit, which is the maximum profit we could have made.
This solution has a time complexity of O(n), where n is the number of prices, because we make one pass through the list of prices. It has a space complexity of O(1), because we only use a constant amount of space to store the minimum price and maximum profit.
Similar Questions
You are given an array of integers 'prices' of size 'n', where ‘prices[i]’ is the price of a given stock on an ‘i’-th day. You want to maximize the profit by choosing a single day to buy one stock and a different day to sell that stock.Please note that you can’t sell a stock before you buy one.Detailed explanation ( Input/output format, Notes, Images )Constraints :1 <= 'n' <= 10 ^ 51 <= ‘prices[i]’<= 10 ^ 9Time Limit: 1 secSample Input 1:67 1 5 4 3 6Sample Output 1 :5Explanation Of Sample Input 1:Purchase stock on day two, where the price is one, and sell it on day six, where the price is 6. Profit = 6 - 1 = 5.Sample Input 2:55 4 3 2 1Sample Output 2 :0
You are given an integer array prices where prices[i] is the price of a given stock on the ith day.On each day, you may decide to buy and/or sell the stock. You can only hold at most one share of the stock at any time. However, you can buy it then immediately sell it on the same day.Find and return the maximum profit you can achieve.
Maximum ProfitSay you have an array, A, 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 2 transactions.Return the maximum possible profit.Note: You may not engage in multiple transactions at the same time (ie, you must sell the stock before you buy again).Problem Constraints1 <= length(A) <= 7e51 <= A[i] <= 1e7Sample input57 2 4 8 7Sample output6ExplanationInput: 57 2 4 8 7The first line contains the number of elements in the array.And, the second line contains the element of array.Output:6
Short-run profit maximization the best approachto achieve sustained corporate growth and profitability.Select one:TrueFalse
Arun is a stock trader who wants to maximize his profit by buying and selling stocks at the right time. He has two lists of stock prices for two different companies. Arun wants to merge these lists and find the maximum profit he can make by buying and selling stocks from the merged list.Write a program to help Arun find the maximum profit he can make from the merged list of stock prices.ExampleInput:25 1028 15Output:10Explanation: The maximum profit can be obtained by buying at price 5 and selling at price 15, resulting in a profit of 15 - 5 = 10.Company Tags: AdobeInput format :The first line of input consists of an integer N, representing the size of the first dataset.The second line consists of N space-separated integers, representing the daily stock prices in the first dataset.The third line consists of an integer M, representing the size of the second dataset.The fourth line consists of M space-separated integers, representing the daily stock prices in the second dataset.Output format :The output prints a single integer, representing the maximum profit that can be made by buying and selling the stock.Refer to the sample output for formatting specifications.Code constraints :1 ≤ N, M ≤ 101 ≤ stock prices ≤ 500Sample test cases :Input 1 :25 1028 15Output 1 :10Input 2 :37 3 642 9 5 4Output 2 :7
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.