Subset Sums - USACO 2.2.2


subsetsums - codetrick
For many sets of consecutive integers from 1 through N (1 <= N <= 39), one can partition the set into two sets whose sums are identical.
For example, if N=3, one can partition the set {1, 2, 3} in one way so that the sums of both subsets are identical:
  • {3} and {1,2}
This counts as a single partitioning (i.e., reversing the order counts as the same partitioning and thus does not increase the count of partitions).
If N=7, there are four ways to partition the set {1, 2, 3, ... 7} so that each partition has the same sum:
  • {1,6,7} and {2,3,4,5}
  • {2,5,7} and {1,3,4,6}
  • {3,4,7} and {1,2,5,6}
  • {1,2,4,7} and {3,5,6}
Given N, your program should print the number of ways a set containing the integers from 1 through N can be partitioned into two sets whose sums are identical. Print 0 if there are no such ways.
Your program must calculate the answer, not look it up from a table.

PROGRAM NAME: subset

INPUT FORMAT

The input file contains a single line with a single integer representing N, as above.

SAMPLE INPUT (file subset.in)

7  

OUTPUT FORMAT

The output file contains a single line with a single integer that tells how many same-sum partitions can be made from the set {1, 2, ..., N}. The output file should contain 0 if there are no ways to make a same-sum partition.

SAMPLE OUTPUT (file subset.out)

4


X.  http://www.boyu0.com/usaco-subset-sums/
http://www.cnblogs.com/ay27/archive/2012/10/31/2748292.html
http://jackneus.com/programming-archives/subset-sums/
此题目可以转化为,从小于N的所有数中,抽出任意个数字,使得它们的和等于所有数的和的一半,这很明显就是01背包问题了(具体参考楼教主的《背包九讲》)
然后分析题目,明显可以推论出来的是,当N个数字的总和为奇数时,此题不存在划分方案。
还有一个结论是,如果N个数字的和为偶数时,肯定存在划分方案,推论如下:
如果N为奇数,总是能够在[1,N-1]的数字中划分出(N-1)/2个相加等于N的数字对,而这个数字对个数肯定是奇数,因为两奇数相加等于偶数,三奇数相加等于奇数,所以N不可能为(1,5,9,13…),即N可表示为(i*4)+3 ,i属于(0, 1, 2,…) , (N-1)/2 = i*2+1,为奇数,。
如果N为偶数,总是能够在[1, N]中划分出N/2个相加等于N-1的数字对,这个数字对个数肯定是偶数,因为同理,N不可能为(2,6,10…),即N可表示为(i*4)+ 4,i属于(0, 1, 2,…) , N/2 = i*2+2, 为偶数。
然后我们还可以做一个优化,每次选择必选数字N,我们假设1到N的总和为count,这样问题就可以转化为:在1到N-1个数字当中,算出选出任意个数字使其的总和等于count-N的总方案数,很明显,这样我们节省了一半的组合可能性,可以使计算量大大减小,而且最后算出来的方案数就是原题目的解。
最后,状态转移方程为:
f[i][sum] = f[i-1][sum] + f[i-1][sum-i]
选取i个数字总和为sum的方案数等于选取i-1个数字总和为sum的方案数加上选取i-1个数字总和为sum-i的方案数
优化为一维数组的状态转移方程为
for i=0 .. N:
for j=sum..i:
f[j] += fun[j-i]
int main()
{
    FILE *fin  = fopen ("subset.in", "r");
    FILE *fout = fopen ("subset.out", "w");
    int sum;
    int i, j;
    fscanf(fin, "%d", &amp;n);
    sum = (n+1)*n/2;
    if(sum&amp;1)
    {
        fprintf(fout, "0\n");
        return 0;
    }
    
    sum &gt;&gt;= 1;
    sum -= n;
    
    dp[0] = 1;
    
    for(i=1;i<n;++i){
        for(j = sum;j>=i;--j){
            dp[j]+=dp[j-i];
        }
    }
    
    fprintf(fout, "%lld\n", dp[sum]);
    return 0;
}
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