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* Modify method name to PascalCase(array and linked list) * Modify method name to PascalCase(backtracking) * Modify method name to PascalCase(computational complexity) * Modify method name to PascalCase(divide and conquer) * Modify method name to PascalCase(dynamic programming) * Modify method name to PascalCase(graph) * Modify method name to PascalCase(greedy) * Modify method name to PascalCase(hashing) * Modify method name to PascalCase(heap) * Modify method name to PascalCase(searching) * Modify method name to PascalCase(sorting) * Modify method name to PascalCase(stack and queue) * Modify method name to PascalCase(tree) * local check
54 lines
No EOL
1.9 KiB
C#
54 lines
No EOL
1.9 KiB
C#
/**
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* File: coin_change_greedy.cs
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* Created Time: 2023-07-21
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* Author: hpstory (hpstory1024@163.com)
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*/
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namespace hello_algo.chapter_greedy;
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public class coin_change_greedy {
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/* 零钱兑换:贪心 */
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public int CoinChangeGreedy(int[] coins, int amt) {
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// 假设 coins 列表有序
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int i = coins.Length - 1;
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int count = 0;
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// 循环进行贪心选择,直到无剩余金额
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while (amt > 0) {
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// 找到小于且最接近剩余金额的硬币
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while (i > 0 && coins[i] > amt) {
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i--;
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}
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// 选择 coins[i]
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amt -= coins[i];
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count++;
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}
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// 若未找到可行方案,则返回 -1
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return amt == 0 ? count : -1;
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}
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[Test]
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public void Test() {
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// 贪心:能够保证找到全局最优解
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int[] coins = { 1, 5, 10, 20, 50, 100 };
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int amt = 186;
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int res = CoinChangeGreedy(coins, amt);
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Console.WriteLine("\ncoins = " + coins.PrintList() + ", amt = " + amt);
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Console.WriteLine("凑到 " + amt + " 所需的最少硬币数量为 " + res);
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// 贪心:无法保证找到全局最优解
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coins = new int[] { 1, 20, 50 };
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amt = 60;
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res = CoinChangeGreedy(coins, amt);
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Console.WriteLine("\ncoins = " + coins.PrintList() + ", amt = " + amt);
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Console.WriteLine("凑到 " + amt + " 所需的最少硬币数量为 " + res);
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Console.WriteLine("实际上需要的最少数量为 3 ,即 20 + 20 + 20");
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// 贪心:无法保证找到全局最优解
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coins = new int[] { 1, 49, 50 };
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amt = 98;
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res = CoinChangeGreedy(coins, amt);
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Console.WriteLine("\ncoins = " + coins.PrintList() + ", amt = " + amt);
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Console.WriteLine("凑到 " + amt + " 所需的最少硬币数量为 " + res);
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Console.WriteLine("实际上需要的最少数量为 2 ,即 49 + 49");
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}
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} |