feat: add dynamic programming code for JS and TS (#692)

* fix: Correcting typos

* Add JavaScript and TypeScript code of dynamic programming.

* fix: Code Style

* Change ==/!= to ===/!==
* Create const by default, change to let if necessary.

* style fix: Delete unnecessary defined type
This commit is contained in:
gaofer
2023-08-30 15:27:01 +08:00
committed by GitHub
parent bc80234994
commit f7ab4797bf
18 changed files with 1360 additions and 4 deletions

View File

@@ -0,0 +1,64 @@
/**
* File: coin_change_ii.js
* Created Time: 2023-08-23
* Author: Gaofer Chou (gaofer-chou@qq.com)
*/
/* 零钱兑换 II动态规划 */
function coinChangeIIDP(coins, amt) {
const n = coins.length;
// 初始化 dp 表
const dp = Array.from({ length: n + 1 }, () =>
Array.from({ length: amt + 1 }, () => 0)
);
// 初始化首列
for (let i = 0; i <= n; i++) {
dp[i][0] = 1;
}
// 状态转移
for (let i = 1; i <= n; i++) {
for (let a = 1; a <= amt; a++) {
if (coins[i - 1] > a) {
// 若超过背包容量,则不选硬币 i
dp[i][a] = dp[i - 1][a];
} else {
// 不选和选硬币 i 这两种方案之和
dp[i][a] = dp[i - 1][a] + dp[i][a - coins[i - 1]];
}
}
}
return dp[n][amt];
}
/* 零钱兑换 II状态压缩后的动态规划 */
function coinChangeIIDPComp(coins, amt) {
const n = coins.length;
// 初始化 dp 表
const dp = Array.from({ length: amt + 1 }, () => 0);
dp[0] = 1;
// 状态转移
for (let i = 1; i <= n; i++) {
for (let a = 1; a <= amt; a++) {
if (coins[i - 1] > a) {
// 若超过背包容量,则不选硬币 i
dp[a] = dp[a];
} else {
// 不选和选硬币 i 这两种方案之和
dp[a] = dp[a] + dp[a - coins[i - 1]];
}
}
}
return dp[amt];
}
/* Driver Code */
const coins = [1, 2, 5];
const amt = 5;
// 动态规划
let res = coinChangeIIDP(coins, amt);
console.log(`凑出目标金额的硬币组合数量为 ${res}`);
// 状态压缩后的动态规划
res = coinChangeIIDPComp(coins, amt);
console.log(`凑出目标金额的硬币组合数量为 ${res}`);