零钱兑换

题目描述

来源于 https://leetcode-cn.com/

给定不同面额的硬币 coins 和一个总金额 amount。编写一个函数来计算可以凑成总金额所需的最少的硬币个数。如果没有任何一种硬币组合能组成总金额,返回 -1

示例 1:

输入: coins = [1, 2, 5], amount = 11
输出: 3 
解释: 11 = 5 + 5 + 1

示例 2:

输入: coins = [2], amount = 3
输出: -1

说明:
你可以认为每种硬币的数量是无限的。

解法:

class Solution:
    def coinChange(self, coins, amount):
        inf = float('inf')
        dp = [0] + [inf] * amount
        
        for i in range(1, amount+1):
            for coin in coins:
                if i >= coin and dp[i-coin] != inf:
                    dp[i] = min(dp[i-coin]+1, dp[i])
                    
        if dp[amount] == inf: dp[amount] = -1
            
        return dp[amount]