mirror of
https://github.com/krahets/hello-algo.git
synced 2026-04-03 18:50:58 +08:00
Add the initial EN translation for C++ code (#1346)
This commit is contained in:
70
en/codes/cpp/chapter_dynamic_programming/coin_change.cpp
Normal file
70
en/codes/cpp/chapter_dynamic_programming/coin_change.cpp
Normal file
@@ -0,0 +1,70 @@
|
||||
/**
|
||||
* File: coin_change.cpp
|
||||
* Created Time: 2023-07-11
|
||||
* Author: krahets (krahets@163.com)
|
||||
*/
|
||||
|
||||
#include "../utils/common.hpp"
|
||||
|
||||
/* Coin change: Dynamic programming */
|
||||
int coinChangeDP(vector<int> &coins, int amt) {
|
||||
int n = coins.size();
|
||||
int MAX = amt + 1;
|
||||
// Initialize dp table
|
||||
vector<vector<int>> dp(n + 1, vector<int>(amt + 1, 0));
|
||||
// State transition: first row and first column
|
||||
for (int a = 1; a <= amt; a++) {
|
||||
dp[0][a] = MAX;
|
||||
}
|
||||
// State transition: the rest of the rows and columns
|
||||
for (int i = 1; i <= n; i++) {
|
||||
for (int a = 1; a <= amt; a++) {
|
||||
if (coins[i - 1] > a) {
|
||||
// If exceeding the target amount, do not choose coin i
|
||||
dp[i][a] = dp[i - 1][a];
|
||||
} else {
|
||||
// The smaller value between not choosing and choosing coin i
|
||||
dp[i][a] = min(dp[i - 1][a], dp[i][a - coins[i - 1]] + 1);
|
||||
}
|
||||
}
|
||||
}
|
||||
return dp[n][amt] != MAX ? dp[n][amt] : -1;
|
||||
}
|
||||
|
||||
/* Coin change: Space-optimized dynamic programming */
|
||||
int coinChangeDPComp(vector<int> &coins, int amt) {
|
||||
int n = coins.size();
|
||||
int MAX = amt + 1;
|
||||
// Initialize dp table
|
||||
vector<int> dp(amt + 1, MAX);
|
||||
dp[0] = 0;
|
||||
// State transition
|
||||
for (int i = 1; i <= n; i++) {
|
||||
for (int a = 1; a <= amt; a++) {
|
||||
if (coins[i - 1] > a) {
|
||||
// If exceeding the target amount, do not choose coin i
|
||||
dp[a] = dp[a];
|
||||
} else {
|
||||
// The smaller value between not choosing and choosing coin i
|
||||
dp[a] = min(dp[a], dp[a - coins[i - 1]] + 1);
|
||||
}
|
||||
}
|
||||
}
|
||||
return dp[amt] != MAX ? dp[amt] : -1;
|
||||
}
|
||||
|
||||
/* Driver code */
|
||||
int main() {
|
||||
vector<int> coins = {1, 2, 5};
|
||||
int amt = 4;
|
||||
|
||||
// Dynamic programming
|
||||
int res = coinChangeDP(coins, amt);
|
||||
cout << "The minimum number of coins required to make up the target amount is " << res << endl;
|
||||
|
||||
// Space-optimized dynamic programming
|
||||
res = coinChangeDPComp(coins, amt);
|
||||
cout << "The minimum number of coins required to make up the target amount is " << res << endl;
|
||||
|
||||
return 0;
|
||||
}
|
||||
Reference in New Issue
Block a user