# [LeetCode] 494. Target Sum 目标和

You are given a list of non-negative integers, a1, a2, ..., an, and a target, S. Now you have 2 symbols + and -. For each integer, you should choose one from + and - as its new symbol.

Find out how many ways to assign symbols to make sum of integers equal to target S.

Example 1:

Input: nums is [1, 1, 1, 1, 1], S is 3.
Output: 5
Explanation:

-1+1+1+1+1 = 3
+1-1+1+1+1 = 3
+1+1-1+1+1 = 3
+1+1+1-1+1 = 3
+1+1+1+1-1 = 3

There are 5 ways to assign symbols to make the sum of nums be target 3. 

Note:

1. The length of the given array is positive and will not exceed 20.
2. The sum of elements in the given array will not exceed 1000.
3. Your output answer is guaranteed to be fitted in a 32-bit integer.

Java:

 public int findTargetSumWays(int[] nums, int s) {
int sum = 0;
for (int n : nums)
sum += n;
return sum < s || (s + sum) % 2 > 0 ? 0 : subsetSum(nums, (s + sum) >>> 1);
}

public int subsetSum(int[] nums, int s) {
int[] dp = new int[s + 1];
dp[0] = 1;
for (int n : nums)
for (int i = s; i >= n; i--)
dp[i] += dp[i - n];
return dp[s];
}


Python:

class Solution(object):
def findTargetSumWays(self, nums, S):
if not nums:
return 0
dic = {nums[0]: 1, -nums[0]: 1} if nums[0] != 0 else {0: 2}
for i in range(1, len(nums)):
tdic = {}
for d in dic:
tdic[d + nums[i]] = tdic.get(d + nums[i], 0) + dic.get(d, 0)
tdic[d - nums[i]] = tdic.get(d - nums[i], 0) + dic.get(d, 0)
dic = tdic
return dic.get(S, 0)　　

C++:

class Solution {
public:
int findTargetSumWays(vector<int>& nums, int s) {
int sum = accumulate(nums.begin(), nums.end(), 0);
return sum < s || (s + sum) & 1 ? 0 : subsetSum(nums, (s + sum) >> 1);
}

int subsetSum(vector<int>& nums, int s) {
int dp[s + 1] = { 0 };
dp[0] = 1;
for (int n : nums)
for (int i = s; i >= n; i--)
dp[i] += dp[i - n];
return dp[s];
}
};


C++:

class Solution {
public:
int findTargetSumWays(vector<int>& nums, int S) {
int res = 0;
helper(nums, S, 0, res);
return res;
}
void helper(vector<int>& nums, int S, int start, int& res) {
if (start >= nums.size()) {
if (S == 0) ++res;
return;
}
helper(nums, S - nums[start], start + 1, res);
helper(nums, S + nums[start], start + 1, res);
}
};


C++:  使用dp记录中间值优化

class Solution {
public:
int findTargetSumWays(vector<int>& nums, int S) {
vector<unordered_map<int, int>> dp(nums.size());
return helper(nums, S, 0, dp);
}
int helper(vector<int>& nums, int sum, int start, vector<unordered_map<int, int>>& dp) {
if (start == nums.size()) return sum == 0;
if (dp[start].count(sum)) return dp[start][sum];
int cnt1 = helper(nums, sum - nums[start], start + 1, dp);
int cnt2 = helper(nums, sum + nums[start], start + 1, dp);
return dp[start][sum] = cnt1 + cnt2;
}
};　　

C++:

class Solution {
public:
int findTargetSumWays(vector<int>& nums, int S) {
int n = nums.size();
vector<unordered_map<int, int>> dp(n + 1);
dp[0][0] = 1;
for (int i = 0; i < n; ++i) {
for (auto &a : dp[i]) {
int sum = a.first, cnt = a.second;
dp[i + 1][sum + nums[i]] += cnt;
dp[i + 1][sum - nums[i]] += cnt;
}
}
return dp[n][S];
}
};


C++:

class Solution {
public:
int findTargetSumWays(vector<int>& nums, int S) {
unordered_map<int, int> dp;
dp[0] = 1;
for (int num : nums) {
unordered_map<int, int> t;
for (auto a : dp) {
int sum = a.first, cnt = a.second;
t[sum + num] += cnt;
t[sum - num] += cnt;
}
dp = t;
}
return dp[S];
}
};


[LeetCode] 282. Expression Add Operators 表达式增加操作符

# All LeetCode Questions List 题目汇总

posted @ 2018-09-29 12:32  轻风舞动  阅读(434)  评论(0编辑  收藏  举报