/** * File: coin_change_greedy.js * Created Time: 2023-09-02 * Author: Justin (xiefahit@gmail.com) */ /* Coin change: Greedy */ function coinChangeGreedy(coins, amt) { // Assuming the coins array is ordered let i = coins.length - 1; let count = 0; // Loop for greedy selection until no remaining amount while (amt > 0) { // Find the smallest coin close to and less than the remaining amount while (i > 0 && coins[i] > amt) { i--; } // Choose coins[i] amt -= coins[i]; count++; } // If no feasible solution is found, return -1 return amt === 0 ? count : -1; } /* Driver Code */ // Greedy: can ensure finding a global optimal solution let coins = [1, 5, 10, 20, 50, 100]; let amt = 186; let res = coinChangeGreedy(coins, amt); console.log(`\ncoins = ${coins}, amt = ${amt}`); console.log(`凑到 ${amt} 所需的最少硬币数量为 ${res}`); // Greedy: cannot ensure finding a global optimal solution coins = [1, 20, 50]; amt = 60; res = coinChangeGreedy(coins, amt); console.log(`\ncoins = ${coins}, amt = ${amt}`); console.log(`凑到 ${amt} 所需的最少硬币数量为 ${res}`); console.log('In reality, the minimum number needed is 3, i.e., 20 + 20 + 20'); // Greedy: cannot ensure finding a global optimal solution coins = [1, 49, 50]; amt = 98; res = coinChangeGreedy(coins, amt); console.log(`\ncoins = ${coins}, amt = ${amt}`); console.log(`凑到 ${amt} 所需的最少硬币数量为 ${res}`); console.log('In reality, the minimum number needed is 2, i.e., 49 + 49');