How to Solve the Lemonade Change Problem by Simulation Algorithm
- 时间:2020-10-12 15:39:01
- 分类:网络文摘
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At a lemonade stand, 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 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.
Note that you don’t have any change in hand at first.
Return true if and only if you can provide every customer with correct changes.
Example 1:
Input: [5,5,5,10,20]
Output: true
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 output true.Example 2:
Input: [5,5,10]
Output: trueExample 3:
Input: [10,10]
Output: falseExample 4:
Input: [5,5,10,10,20]
Output: false
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’t give change of $15 back because we only have two $10 bills.
Since not every customer received correct change, the answer is false.Note:
0 <= bills.length <= 10000
bills[i] will be either 5, 10, or 20
The problem can be simulated by the process as each customer can only have three situations – 5, 10 or 20 note.
We have two counters that storing the current number of notes for $5 and $10. If this customer has $10, we need to check if we have $5 note, update the counter and continue, otherwise fail with false.
Similarly, with $20, we need to give change $10 + $5 or, $5 x 3, in the preferred order (Greedy Algorithm).
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 | class Solution { public: bool lemonadeChange(vector<int>& bills) { int five = 0; int ten = 0; for (const auto n: bills) { if (n == 5) { five ++; } else if (n == 10) { if (five == 0) return false; five --; ten ++; } else if (n == 20) { if (ten > 0 && five > 0) { ten --; five --; } else if (five > 3) { five -= 3; } else return false; } } return true; } }; |
class Solution { public: bool lemonadeChange(vector<int>& bills) { int five = 0; int ten = 0; for (const auto n: bills) { if (n == 5) { five ++; } else if (n == 10) { if (five == 0) return false; five --; ten ++; } else if (n == 20) { if (ten > 0 && five > 0) { ten --; five --; } else if (five > 3) { five -= 3; } else return false; } } return true; } };
O(N) complexity where N is the number of the customers and O(1) constant space complexity as we only need two variables.
–EOF (The Ultimate Computing & Technology Blog) —
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