手写代码:硬币找零问题(要求时间复杂度最佳)
参考回答:
如何减小时间复杂度:不用全局变量来保存计算过的值,也不用递归的方法来实现,用一个一维数组,再用循环来实现。
public int coinChange(int[] coins, int amount) { if (coins == null || coins.length == 0 || amount <= 0) return 0; int[] minNumber = new int[amount + 1]; for (int i = 1; i <= amount; i++) { minNumber[i] = amount + 1; for (int j = 0; j < coins.length; j++) { if (coins[j] <= i && minNumber[i - coins[j]] != amount + 1) minNumber[i] = Integer.min(minNumber[i], 1 + minNumber[i - coins[j]]); } } if (minNumber[amount] == amount + 1) return -1; else return minNumber[amount]; }
时间复杂度为O(c*n),c是coin的数量,n是amount的值。