package 第01期.mca_test; public class Code03_CoinsWayNoLimit { public static int coinsWay(int[] arr, int aim) { if (arr == null || arr.length == 0 || aim < 0) { return 0; } return process(arr, 0, aim); } // arr[index....] 所有的面值,每一个面值都可以任意选择张数,组成正好rest这么多钱,方法数多少? public static int process(int[] arr, int index, int rest) { if (index == arr.length) { // 没钱了 return rest == 0 ? 1 : 0; } int ways = 0; for (int zhang = 0; zhang * arr[index] <= rest; zhang++) { ways += process(arr, index + 1, rest - (zhang * arr[index])); } return ways; } public static int dp1(int[] arr, int aim) { if (arr == null || arr.length == 0 || aim < 0) { return 0; } int N = arr.length; int[][] dp = new int[N + 1][aim + 1]; dp[N][0] = 1; for (int index = N - 1; index >= 0; index--) { for (int rest = 0; rest <= aim; rest++) { int ways = 0; for (int zhang = 0; zhang * arr[index] <= rest; zhang++) { ways += dp[index + 1][rest - (zhang * arr[index])]; } dp[index][rest] = ways; } } return dp[0][aim]; } public static int dp2(int[] arr, int aim) { if (arr == null || arr.length == 0 || aim < 0) { return 0; } int N = arr.length; int[][] dp = new int[N + 1][aim + 1]; dp[N][0] = 1; for (int index = N - 1; index >= 0; index--) { for (int rest = 0; rest <= aim; rest++) { dp[index][rest] = dp[index + 1][rest]; if (rest - arr[index] >= 0) { dp[index][rest] += dp[index][rest - arr[index]]; } } } return dp[0][aim]; } // 为了测试 public static int[] randomArray(int maxLen, int maxValue) { int N = (int) (Math.random() * maxLen); int[] arr = new int[N]; boolean[] has = new boolean[maxValue + 1]; for (int i = 0; i < N; i++) { do { arr[i] = (int) (Math.random() * maxValue) + 1; } while (has[arr[i]]); has[arr[i]] = true; } return arr; } // 为了测试 public static void printArray(int[] arr) { for (int i = 0; i < arr.length; i++) { System.out.print(arr[i] + " "); } System.out.println(); } // 为了测试 public static void main(String[] args) { int maxLen = 10; int maxValue = 30; int testTime = 1000000; System.out.println("测试开始"); for (int i = 0; i < testTime; i++) { int[] arr = randomArray(maxLen, maxValue); int aim = (int) (Math.random() * maxValue); int ans1 = coinsWay(arr, aim); int ans2 = dp1(arr, aim); int ans3 = dp2(arr, aim); if (ans1 != ans2 || ans1 != ans3) { System.out.println("Oops!"); printArray(arr); System.out.println(aim); System.out.println(ans1); System.out.println(ans2); System.out.println(ans3); break; } } System.out.println("测试结束"); } }