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| 1 | +# 518. Coin Change II |
| 2 | +LeetCode problem: [518. Coin Change II](https://leetcode.com/problems/coin-change-ii/) |
| 3 | + |
| 4 | +## LeetCode problem description |
| 5 | +> You are given an integer array `coins` representing coins of different denominations and an integer amount representing a total `amount` of money. |
| 6 | +
|
| 7 | +Return the number of combinations that make up that amount. If that amount of money cannot be made up by any combination of the coins, return `0`. |
| 8 | + |
| 9 | +You may assume that you have an infinite number of each kind of coin. |
| 10 | + |
| 11 | +The answer is **guaranteed** to fit into a signed 32-bit integer. |
| 12 | + |
| 13 | +``` |
| 14 | +Example 1: |
| 15 | +
|
| 16 | +Input: amount = 5, coins = [1,2,5] |
| 17 | +Output: 4 |
| 18 | +
|
| 19 | +Explanation: there are four ways to make up the amount: |
| 20 | +5=5 |
| 21 | +5=2+2+1 |
| 22 | +5=2+1+1+1 |
| 23 | +5=1+1+1+1+1 |
| 24 | +------------------------------------------------------------------------ |
| 25 | +
|
| 26 | +Example 2: |
| 27 | +
|
| 28 | +Input: amount = 3, coins = [2] |
| 29 | +Output: 0 |
| 30 | +
|
| 31 | +Explanation: the amount of 3 cannot be made up just with coins of 2. |
| 32 | +------------------------------------------------------------------------ |
| 33 | +
|
| 34 | +Example 3: |
| 35 | +
|
| 36 | +Input: amount = 10, coins = [10] |
| 37 | +Output: 1 |
| 38 | +------------------------------------------------------------------------ |
| 39 | +
|
| 40 | +Constraints: |
| 41 | +
|
| 42 | +1 <= coins.length <= 300 |
| 43 | +1 <= coins[i] <= 5000 |
| 44 | +All the values of 'coins' are unique. |
| 45 | +0 <= amount <= 5000 |
| 46 | +``` |
| 47 | + |
| 48 | +## Thoughts |
| 49 | +It is a `Unbounded Knapsack Problem`. |
| 50 | + |
| 51 | +### Complexity |
| 52 | +* Time: `O(n * m)`. |
| 53 | +* Space: `O(n)`. |
| 54 | + |
| 55 | +## Python |
| 56 | +```python |
| 57 | +class Solution: |
| 58 | + def change(self, amount: int, coins: List[int]) -> int: |
| 59 | + dp = [0] * (amount + 1) |
| 60 | + dp[0] = 1 |
| 61 | + |
| 62 | + for coin in coins: |
| 63 | + for j in range(coin, len(dp)): |
| 64 | + dp[j] += dp[j - coin] |
| 65 | + |
| 66 | + return dp[-1] |
| 67 | +``` |
| 68 | + |
| 69 | +## C++ |
| 70 | +```cpp |
| 71 | +class Solution { |
| 72 | +public: |
| 73 | + int change(int amount, vector<int>& coins) { |
| 74 | + auto dp = vector<unsigned int>(amount + 1, 0); |
| 75 | + dp[0] = 1; |
| 76 | + |
| 77 | + for (auto coin : coins) { |
| 78 | + for (auto j = coin; j < dp.size(); j++) { |
| 79 | + dp[j] += dp[j - coin]; |
| 80 | + } |
| 81 | + } |
| 82 | + |
| 83 | + return dp.back(); |
| 84 | + } |
| 85 | +}; |
| 86 | +``` |
| 87 | + |
| 88 | +## Java |
| 89 | +```java |
| 90 | +class Solution { |
| 91 | + public int change(int amount, int[] coins) { |
| 92 | + var dp = new int[amount + 1]; |
| 93 | + dp[0] = 1; |
| 94 | + |
| 95 | + for (var coin : coins) { |
| 96 | + for (var j = coin; j < dp.length; j++) { |
| 97 | + dp[j] += dp[j - coin]; |
| 98 | + } |
| 99 | + } |
| 100 | + |
| 101 | + return dp[dp.length - 1]; |
| 102 | + } |
| 103 | +} |
| 104 | +``` |
| 105 | + |
| 106 | +## C# |
| 107 | +```c# |
| 108 | +public class Solution { |
| 109 | + public int Change(int amount, int[] coins) { |
| 110 | + var dp = new int[amount + 1]; |
| 111 | + dp[0] = 1; |
| 112 | + |
| 113 | + foreach (var coin in coins) { |
| 114 | + for (var j = coin; j < dp.Length; j++) { |
| 115 | + dp[j] += dp[j - coin]; |
| 116 | + } |
| 117 | + } |
| 118 | + |
| 119 | + return dp.Last(); |
| 120 | + } |
| 121 | +} |
| 122 | +``` |
| 123 | + |
| 124 | +## JavaScript |
| 125 | +```javascript |
| 126 | +var change = function(amount, coins) { |
| 127 | + const dp = Array(amount + 1).fill(0) |
| 128 | + dp[0] = 1 |
| 129 | + |
| 130 | + for (const coin of coins) { |
| 131 | + for (let j = coin; j < dp.length; j++) { |
| 132 | + dp[j] += dp[j - coin] |
| 133 | + } |
| 134 | + } |
| 135 | + |
| 136 | + return dp.at(-1); |
| 137 | +}; |
| 138 | +``` |
| 139 | + |
| 140 | +## Go |
| 141 | +```go |
| 142 | +func change(amount int, coins []int) int { |
| 143 | + dp := make([]int, amount + 1) |
| 144 | + dp[0] = 1 |
| 145 | + |
| 146 | + for _, coin := range coins { |
| 147 | + for j := coin; j < len(dp); j++ { |
| 148 | + dp[j] += dp[j - coin] |
| 149 | + } |
| 150 | + } |
| 151 | + |
| 152 | + return dp[len(dp) - 1] |
| 153 | +} |
| 154 | +``` |
| 155 | + |
| 156 | +## Ruby |
| 157 | +```ruby |
| 158 | +def change(amount, coins) |
| 159 | + dp = Array.new(amount + 1, 0) |
| 160 | + dp[0] = 1 |
| 161 | + |
| 162 | + coins.each do |coin| |
| 163 | + (coin...dp.size).each do |j| |
| 164 | + dp[j] += dp[j - coin] |
| 165 | + end |
| 166 | + end |
| 167 | + |
| 168 | + dp[-1] |
| 169 | +end |
| 170 | +``` |
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