代码随想录算法训练营第44天|动态规划：完全背包理论基础、518.零钱兑换II、377. 组合总和 Ⅳ

鲁树人1462023-10-05 9:09

动态规划：完全背包理论基础

518.零钱兑换II

https://leetcode.cn/problems/coin-change-ii/

用一个二维dp数组

cpp 复制代码

class Solution {
public:
    int change(int amount, vector<int>& coins) {
        vector<vector<int>> dp(coins.size(), vector<int> (amount + 1, 0));
        for (int j = 0; j <= amount; j++) {
            if (j % coins[0] == 0) dp[0][j] = 1;
        }
        for (int i = 1; i < coins.size(); i++) {
            for (int j = 0; j <= amount; j++) {
                if (j < coins[i]) dp[i][j] = dp[i - 1][j];
                else {
                    dp[i][j] = dp[i - 1][j] + dp[i][j - coins[i]];
                }
            }
        }
        return dp.back().back();
    }
};

用一维

cpp 复制代码

class Solution {
public:
    int change(int amount, vector<int>& coins) {
        vector<vector<int>> dp(coins.size(), vector<int> (amount + 1, 0));
        for (int j = 0; j <= amount; j++) {
            if (j % coins[0] == 0) dp[0][j] = 1;
        }
        for (int i = 1; i < coins.size(); i++) {
            for (int j = 0; j <= amount; j++) {
                if (j < coins[i]) dp[i][j] = dp[i - 1][j];
                else {
                    dp[i][j] = dp[i - 1][j] + dp[i][j - coins[i]];
                }
            }
        }
        return dp.back().back();
    }
};

377. 组合总和 Ⅳ

https://leetcode.cn/problems/combination-sum-iv/

cpp 复制代码

class Solution {
public:
    int combinationSum4(vector<int>& nums, int target) {
        vector<int> dp(target + 1, 0);
        dp[0] = 1;
        for (int j = 0; j <= target; j++) {
            for (int i = 0; i < nums.size(); i++) {
                if (j >= nums[i] && dp[j] < INT_MAX - dp[j - nums[i]]) {
                    dp[j] += dp[j - nums[i]];
                }
            }
        }
        return dp[target];
    }
};