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DSA›Arrays›Best Time to Buy and Sell Stock
EasyArrays

Best Time to Buy and Sell Stock

arraygreedysliding-window

Problem

You are given an array prices where prices[i] is the price of a given stock on the ith day.

You want to maximize your profit by choosing a single day to buy one stock and choosing a different day in the future to sell that stock.

Return the maximum profit you can achieve from this transaction. If you cannot achieve any profit, return 0.

Examples

Example 1

Input: prices = [7,1,5,3,6,4]

Output: 5

Explanation: Buy on day 2 (price=1), sell on day 5 (price=6), profit=5.

Example 2

Input: prices = [7,6,4,3,1]

Output: 0

Explanation: No transaction gives profit.

Constraints

  • •1 <= prices.length <= 10^5
  • •0 <= prices[i] <= 10^4

Hints

Hint 1

The brute force checks every (buy day, sell day) pair directly — O(n^2).

Hint 2

You never need to remember every past price — only the LOWEST price seen so far, since that's always the best possible buy day up to this point.

Hint 3

At each day, ask: if I sold TODAY, having bought at the lowest price seen SO FAR, what's my profit? Track the best such profit across all days.

Solutions

public int maxProfitBruteForce(int[] prices) {
    int maxProfit = 0;
    for (int i = 0; i < prices.length; i++) {
        for (int j = i + 1; j < prices.length; j++) {
            maxProfit = Math.max(maxProfit, prices[j] - prices[i]);
        }
    }
    return maxProfit;
}

Time: O(n^2) · Space: O(1)