/** * File: coin_change_ii.dart * Created Time: 2023-08-11 * Author: liuyuxin (gvenusleo@gmail.com) */ /* Coin change II: Dynamic programming */ int coinChangeIIDP(List coins, int amt) { int n = coins.length; // Initialize dp table List> dp = List.generate(n + 1, (index) => List.filled(amt + 1, 0)); // Initialize first column for (int i = 0; i <= n; i++) { dp[i][0] = 1; } // State transition for (int i = 1; i <= n; i++) { for (int a = 1; a <= amt; a++) { if (coins[i - 1] > a) { // If exceeding the target amount, do not choose coin i dp[i][a] = dp[i - 1][a]; } else { // The sum of the two options of not choosing and choosing coin i dp[i][a] = dp[i - 1][a] + dp[i][a - coins[i - 1]]; } } } return dp[n][amt]; } /* Coin change II: Space-optimized dynamic programming */ int coinChangeIIDPComp(List coins, int amt) { int n = coins.length; // Initialize dp table List dp = List.filled(amt + 1, 0); dp[0] = 1; // State transition for (int i = 1; i <= n; i++) { for (int a = 1; a <= amt; a++) { if (coins[i - 1] > a) { // If exceeding the target amount, do not choose coin i dp[a] = dp[a]; } else { // The sum of the two options of not choosing and choosing coin i dp[a] = dp[a] + dp[a - coins[i - 1]]; } } } return dp[amt]; } /* Driver Code */ void main() { List coins = [1, 2, 5]; int amt = 5; // Dynamic programming int res = coinChangeIIDP(coins, amt); print("Number of coin combinations to make up the target amount = $res"); // Space-optimized dynamic programming res = coinChangeIIDPComp(coins, amt); print("Number of coin combinations to make up the target amount = $res"); }