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--- | ||
id: lemonade-change | ||
title: Lemonade Change | ||
sidebar_label: 0022 Lemonade Change | ||
tags: | ||
- Greedy Algorithm | ||
- JavaScript | ||
- TypeScript | ||
- Python | ||
- Java | ||
- C++ | ||
description: "This document explores different approaches to solving the lemonade change problem, including an easy C++ solution with a greedy algorithm approach." | ||
--- | ||
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## Problem | ||
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You are an owner of lemonade island, each lemonade costs \$5. Customers are standing in a queue to buy from you and order one at a time (in the order specified by given array `bills[]`). Each customer will only buy one lemonade and pay with either a \$5, \$10, or \$20 bill. You must provide the correct change to each customer so that the net transaction is that the customer pays \$5. | ||
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**Note:** At first, you do not have any bill to provide changes with. You can provide changes from the bills that you get from the previous customers. | ||
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Given an integer array bills of size N where bills[i] is the bill the ith customer pays, return true if you can provide every customer with the correct change, or false otherwise. | ||
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### Examples | ||
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**Example 1:** | ||
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``` | ||
Input: | ||
N = 5 | ||
bills[] = {5, 5, 5, 10, 20} | ||
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Output: | ||
True | ||
``` | ||
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**Explanation:** | ||
From the first 3 customers, we collect three \$5 bills in order. | ||
From the fourth customer, we collect a \$10 bill and give back a \$5. | ||
From the fifth customer, we give a \$10 bill and a \$5 bill. | ||
Since all customers got correct change we return true. | ||
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**Example 2:** | ||
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``` | ||
Input: | ||
N = 5 | ||
bills[] = {5, 5, 10, 10, 20} | ||
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Output: | ||
False | ||
``` | ||
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**Explanation:** | ||
From the first two customers in order, we collect two \$5 bills. | ||
For the next two customers in order, we collect a \$10 bill and give back a \$5 bill. | ||
For the last customer, we can not give the change of \$15 back because we only have two \$10 bills. | ||
Since not every customer received the correct change, the answer is false. | ||
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### Your Task | ||
You don't need to read input or print anything. Your task is to complete the function `lemonadeChange()` which takes the integer `N` and integer array `bills[]` as parameters and returns true if it is possible to provide change to every customer otherwise false. | ||
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**Expected Time Complexity:** $O(N)$ | ||
**Expected Auxiliary Space:** $O(1)$ | ||
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### Constraints | ||
- $1 ≤ N ≤ 10^5$ | ||
- $bills[i]$ contains only {5, 10, 20} | ||
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## Solution | ||
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### Approach | ||
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We can solve this problem using a greedy algorithm. Here's a step-by-step approach: | ||
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1. Initialize two variables `five` and `ten` to keep count of the number of \$5 and \$10 bills available. | ||
2. Iterate through the bills array using a for loop. | ||
3. For each bill: | ||
- If the customer pays \$20, we need to return \$15. We first check if we have 1 * \$10 + 1 * \$5. If not, we check for 3 * \$5. If neither combination is available, we return false. | ||
- If the customer pays \$10, we need to return \$5. We check if we have any \$5 bills. If not, we return false. | ||
- If the customer pays \$5, we simply increase the count of \$5 bills. | ||
4. Finally, return true if we can provide the correct change for all customers. | ||
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### Implementation | ||
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<Tabs> | ||
<TabItem value="cpp" label="C++"> | ||
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```cpp | ||
class Solution { | ||
public: | ||
bool lemonadeChange(int n, vector<int> &bills) { | ||
int five = 0, ten = 0; | ||
for (int i = 0; i < n; i++) { | ||
if (bills[i] == 20) { | ||
if (ten && five) { | ||
ten--; | ||
five--; | ||
} else if (five >= 3) { | ||
five -= 3; | ||
} else { | ||
return false; | ||
} | ||
} else if (bills[i] == 10) { | ||
ten++; | ||
if (five) { | ||
five--; | ||
} else { | ||
return false; | ||
} | ||
} else { | ||
five++; | ||
} | ||
} | ||
return true; | ||
} | ||
}; | ||
``` | ||
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</TabItem> | ||
<TabItem value="javascript" label="JavaScript"> | ||
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```javascript | ||
function lemonadeChange(bills) { | ||
let five = 0, ten = 0; | ||
for (let bill of bills) { | ||
if (bill === 20) { | ||
if (ten > 0 && five > 0) { | ||
ten--; | ||
five--; | ||
} else if (five >= 3) { | ||
five -= 3; | ||
} else { | ||
return false; | ||
} | ||
} else if (bill === 10) { | ||
ten++; | ||
if (five > 0) { | ||
five--; | ||
} else { | ||
return false; | ||
} | ||
} else { | ||
five++; | ||
} | ||
} | ||
return true; | ||
} | ||
``` | ||
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</TabItem> | ||
<TabItem value="typescript" label="TypeScript"> | ||
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```typescript | ||
function lemonadeChange(bills: number[]): boolean { | ||
let five = 0, ten = 0; | ||
for (let bill of bills) { | ||
if (bill === 20) { | ||
if (ten > 0 && five > 0) { | ||
ten--; | ||
five--; | ||
} else if (five >= 3) { | ||
five -= 3; | ||
} else { | ||
return false; | ||
} | ||
} else if (bill === 10) { | ||
ten++; | ||
if (five > 0) { | ||
five--; | ||
} else { | ||
return false; | ||
} | ||
} else { | ||
five++; | ||
} | ||
} | ||
return true; | ||
} | ||
``` | ||
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</TabItem> | ||
<TabItem value="python" label="Python"> | ||
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```python | ||
class Solution: | ||
def lemonadeChange(self, bills: List[int]) -> bool: | ||
five, ten = 0, 0 | ||
for bill in bills: | ||
if bill == 20: | ||
if ten > 0 and five > 0: | ||
ten -= 1 | ||
five -= 1 | ||
elif five >= 3: | ||
five -= 3 | ||
else: | ||
return False | ||
elif bill == 10: | ||
ten += 1 | ||
if five > 0: | ||
five -= 1 | ||
else: | ||
return False | ||
else: | ||
five += 1 | ||
return True | ||
``` | ||
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</TabItem> | ||
<TabItem value="java" label="Java"> | ||
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```java | ||
class Solution { | ||
public boolean lemonadeChange(int[] bills) { | ||
int five = 0, ten = 0; | ||
for (int bill : bills) { | ||
if (bill == 20) { | ||
if (ten > 0 && five > 0) { | ||
ten--; | ||
five--; | ||
} else if (five >= 3) { | ||
five -= 3; | ||
} else { | ||
return false; | ||
} | ||
} else if (bill == 10) { | ||
ten++; | ||
if (five > 0) { | ||
five--; | ||
} else { | ||
return false; | ||
} | ||
} else { | ||
five++; | ||
} | ||
} | ||
return true; | ||
} | ||
} | ||
``` | ||
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</TabItem> | ||
</Tabs> | ||
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### Complexity Analysis | ||
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- **Time Complexity:** $O(N)$, where N is the length of the bills array. We iterate through the array once. | ||
- **Space Complexity:** $O(1)$, as we only use a constant amount of extra space for variables `five` and `ten`. | ||
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--- | ||
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## References | ||
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- **LeetCode Problem:** [Lemonade Change](https://www.geeksforgeeks.org/problems/lemonade-change/0) | ||
- **Authors GeeksforGeeks Profile:** [Vipul lakum](https://www.geeksforgeeks.org/user/lakumvipwjge/) |
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