/* * File: coin_change_ii.rs * Created Time: 2023-07-09 * Author: codingonion (coderonion@gmail.com) */ /* Coin change II: Dynamic programming */ fn coin_change_ii_dp(coins: &[i32], amt: usize) -> i32 { let n = coins.len(); // Initialize dp table let mut dp = vec![vec![0; amt + 1]; n + 1]; // Initialize first column for i in 0..=n { dp[i][0] = 1; } // State transition for i in 1..=n { for a in 1..=amt { if coins[i - 1] > a as i32 { // 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] as usize]; } } } dp[n][amt] } /* Coin change II: Space-optimized dynamic programming */ fn coin_change_ii_dp_comp(coins: &[i32], amt: usize) -> i32 { let n = coins.len(); // Initialize dp table let mut dp = vec![0; amt + 1]; dp[0] = 1; // State transition for i in 1..=n { for a in 1..=amt { if coins[i - 1] > a as i32 { // 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] as usize]; } } } dp[amt] } /* Driver Code */ pub fn main() { let coins = [1, 2, 5]; let amt: usize = 5; // Dynamic programming let res = coin_change_ii_dp(&coins, amt); println!("The number of coin combinations to make up the target amount is {res}"); // Space-optimized dynamic programming let res = coin_change_ii_dp_comp(&coins, amt); println!("The number of coin combinations to make up the target amount is {res}"); }