题目地址:https://leetcode.com/problems/coin-change-2/description/
题目描述:
Youare given coins of different denominations and a total amount of money. Write a function to compute the number of combinations that make up that amount. You may assume that you have infinite number of each kind of coin.
Note: You can assume that
1、 0<=amount<=5000;
2、 1<=coin<=5000;
3、 thenumberofcoinsislessthan500;
4、 theanswerisguaranteedtofitintosigned32-bitinteger;
Example 1:
Input: amount = 5, coins = [1, 2, 5]
Output: 4
Explanation: there are four ways to make up the amount:
5=5
5=2+2+1
5=2+1+1+1
5=1+1+1+1+1
Example 2:
Input: amount = 3, coins = [2]
Output: 0
Explanation: the amount of 3 cannot be made up just with coins of 2.
Example 3:
Input: amount = 10, coins = [10]
Output: 1
题目大意
有一堆一定面额的硬币,问有多少种可以组成amount的方案。假定硬币的数量是不限量的。
解题方法
DP。第一感觉是完全背包问题,但其实由于没有重量和价值的对应关系,所以不一样。
生成了一个一维数组dp,dp[i]代表了生成总价值为i有多少方案。
对已有的所有面值的硬币进行遍历,其实思路很简单:dp[i] += dp[i - coin],价值为i的解决方案应该加上价值为i - coin的解决方案。
时间复杂度是O(L * A),空间复杂度是O(A); A = amount.
代码如下:
class Solution(object):
def change(self, amount, coins):
"""
:type amount: int
:type coins: List[int]
:rtype: int
"""
dp = [0] * (amount + 1)
dp[0] = 1
for coin in coins:
for i in range(1, amount + 1):
if coin <= i:
dp[i] += dp[i - coin]
return dp[amount]
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参考资料:
https://www.youtube.com/watch?v=jaNZ83Q3QGc
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