Number of ways to write n as a sum of k nonnegative integers

Question

How many ways can I write a positive integer $n$ as a sum of $k$ nonnegative integers up to commutativity?

For example, I can write $4$ as $0+0+4$, $0+1+3$, $0+2+2$, and $1+1+2$.

I know how to find the number of noncommutative ways to form the sum: Imagine a line of $n+k-1$ positions, where each position can contain either a cat or a divider. If you have $n$ (nameless) cats and $k-1$ dividers, you can split the cats in to $k$ groups by choosing positions for the dividers: $\binom{n+k-1}{k-1}$. The size of each group of cats corresponds to one of the nonnegative integers in the sum.

You want the number of partitions of $n$ with at most $k$ parts; this gets quite messy, to put it mildly. — Brian M. Scott, Oct 20 '12 at 20:10
I see. That explains why it was omitted from my intro discrete math class. This question came up when I was considering questions of the form "how many ways can I put $k$ (un)labeled objects into $n$ (un)labeled groups". — Yellow, Oct 20 '12 at 20:23
Yes, it’s usually postponed at least until you get to a serious combinatorics class and learn about generating functions. There’s a huge literature on partitions, and some of the results aren’t bad, but by and large it’s not simple stuff. — Brian M. Scott, Oct 20 '12 at 20:26

score 41 · Accepted Answer · edited Oct 26 '23 at 06:32

As Brian M. Scott mentions, these are partitions of $n$. However, allowing $0$ into the mix, makes them different to the usual definition of a partition (which assumes non-zero parts). However, this can be adjusted for by taking partitions of $n+k$ into $k$ non-zero parts (and subtracting $1$ from each part).

If $p(n,k)$ is the number of partitions of $n$ into $k$ non-zero parts, then $p(n,k)$ satisfies the recurrence relation \begin{align} p(n,k) &= 0 & \text{if } k>n \\ p(n,k) &= 1 & \text{if } k=n \\ p(n,k) &= p(n-1,k-1)+p(n-k,k) & \text{otherwise}. \\ \end{align} (this recurrence is explained on Wikipedia). Note: in the above case, remember to change $n$ to $n+k$. This gives a (moderately efficient) method for computing $p(n,k)$.

The number of partitions of $n$ into $k$ parts in $\{0,1,\ldots,n\}$ can be computed in GAP using:

NrPartitions(n+k,k);

Some small values are listed below:

$$\begin{array}{c|ccccccccccccccc} & k=1 & 2 & 3 & 4 & 5 & 6 & 7 & 8 & 9 & 10 & 11 & 12 & 13 & 14 & 15 \\ \hline 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 & 1 \\ 2 & 1 & 2 & 2 & 2 & 2 & 2 & 2 & 2 & 2 & 2 & 2 & 2 & 2 & 2 & 2 \\ 3 & 1 & 2 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 \\ 4 & 1 & 3 & 4 & 5 & 5 & 5 & 5 & 5 & 5 & 5 & 5 & 5 & 5 & 5 & 5 \\ 5 & 1 & 3 & 5 & 6 & 7 & 7 & 7 & 7 & 7 & 7 & 7 & 7 & 7 & 7 & 7 \\ 6 & 1 & 4 & 7 & 9 & 10 & 11 & 11 & 11 & 11 & 11 & 11 & 11 & 11 & 11 & 11 \\ 7 & 1 & 4 & 8 & 11 & 13 & 14 & 15 & 15 & 15 & 15 & 15 & 15 & 15 & 15 & 15 \\ 8 & 1 & 5 & 10 & 15 & 18 & 20 & 21 & 22 & 22 & 22 & 22 & 22 & 22 & 22 & 22 \\ 9 & 1 & 5 & 12 & 18 & 23 & 26 & 28 & 29 & 30 & 30 & 30 & 30 & 30 & 30 & 30 \\ 10 & 1 & 6 & 14 & 23 & 30 & 35 & 38 & 40 & 41 & 42 & 42 & 42 & 42 & 42 & 42 \\ 11 & 1 & 6 & 16 & 27 & 37 & 44 & 49 & 52 & 54 & 55 & 56 & 56 & 56 & 56 & 56 \\ 12 & 1 & 7 & 19 & 34 & 47 & 58 & 65 & 70 & 73 & 75 & 76 & 77 & 77 & 77 & 77 \\ 13 & 1 & 7 & 21 & 39 & 57 & 71 & 82 & 89 & 94 & 97 & 99 & 100 & 101 & 101 & 101 \\ 14 & 1 & 8 & 24 & 47 & 70 & 90 & 105 & 116 & 123 & 128 & 131 & 133 & 134 & 135 & 135 \\ 15 & 1 & 8 & 27 & 54 & 84 & 110 & 131 & 146 & 157 & 164 & 169 & 172 & 174 & 175 & 176 \\ \hline \end{array}$$

If you want a list of the possible partitions, then use:

RestrictedPartitions(n,[0..n],k);

Comment: In the latest version of GAP,

NrRestrictedPartitions(n,[0..n],k);

does not seem to work properly here, since it does not match

Size(RestrictedPartitions(n,[0..n],k));

when $k>n$. I emailed the support team about this, and they said that NrRestrictedPartitions and RestrictedPartitions are only intended to be valid for sets of positive integers. (I still think the above is a bug, but let's let that slide.) This means that NrPartitions(n+k,k); is the technically correct choice, and, strictly speaking, we shouldn't use RestrictedPartitions(n,[0..n],k);, but judging from the source code, it will work as expected.

I believe there is a mistake in the recurrence relation. It gives the wrong answer, and does not match the table. Doing $p(k,n) = p(k-1,n-1)$ and adding that $p(1,n) = 1$ seems to provide the correct result. — Myridium, Apr 09 '17 at 23:20
This answer seems wrong indeed! for $k=2, n=5$, the table shows 2, but we have 3 ways - $[(0 + 5), (1 + 4), (2 + 3)]$ — Rahul Goswami, Jul 25 '18 at 20:15

score 2 · Answer 2 · edited Oct 26 '23 at 06:28

I have been recently solving a similar problem: how many ways can 1024 items fall into 16 histogram bins? This is essentially the same question, and the problem it coincides with is the number of unordered partitions (we don't care in which order the numbers are filled, writing e.g. 1024 = 512 + 256 + 256 + 0's is the same as 1024 = 0's + 256 + 512 + 256, or any other).

Since my problem is quite big, I've written C++ code to either just count the partitions, or also enumerate them. Get it at http://www.stud.fit.vutbr.cz/~xpolok00/proj/UnPart.h. One can use:

CUnorderedPartition(n, k).n_Partition_Num()

to get just the number of partitions. For n = 1024 and k = 16, it will return 6561153029810 in about two days of time on an average computer.

To also evaluate partitions, one can for example use:

CUnorderedPartition part(10, 3); // write 10 as a sum of 3 numbers
do {
    cout << part.r_Bin_Values()[0] << ", " <<
            part.r_Bin_Values()[1] << ", " <<
            part.r_Bin_Values()[2] << endl;
} while(part.b_Next()); // is there a next combination?
cout << "that was " << part.n_Partition_Num() << " partitions" << endl;

And that will write:

0, 0, 10
0, 1, 9
0, 2, 8
0, 3, 7
0, 4, 6
0, 5, 5
1, 1, 8
1, 2, 7
1, 3, 6
1, 4, 5
2, 2, 6
2, 3, 5
2, 4, 4
3, 3, 4
that was 14 partitions

You can see in the table that the result is correct. The values will always come out sorted in ascending order (since it generates unordered partitions). Enumerating the partitions is a bit slower, for 1024, 16 it takes about three days.

score 2 · Answer 3 · edited Nov 08 '14 at 16:33

I have a much simpler approach using DP which does not take an exponential time to calculate the number of partition. I verified this with certain small values though for n=1024 and k=16 I got different answer. Following is the java implementation of the problem. It has three independent part:

Divide S in K parts. The parts can have value 0 and order matters. i.e. 10 = 0+5+5+0 and 10=5+5+0+0 are different
Divide S in K parts. The parts can not have value 0 and order matters. i.e. 10 can not have value 0+5+5+0 but 10 can be 1+4+4+1 and 4+4+1+1

Divide S in K parts. The parts can have value 0 but order does not matters. i.e. 10 = 0+5+5+0 and 10=5+5+0+0 are same.

public class Main {
public static void main(String[] args) throws Exception {
    int S = 10, K = 4;
    System.out.println("S=" + S + "   K=" + K);
    System.out.println(PartionwithZero(S, K));
    System.out.println(PartionwithoutZero(S, K));
    System.out.println(PartionwithZeroUnique(S, K));
}

/* Divide S in K parts 0 may be present */
public static long PartionwithZero(int S, int K) {
    long DP_Table[][] = new long[K][];
    for (int i = 0; i < K; i++)
        DP_Table[i] = new long[S + 1];
    for (int i = 0; i < S + 1; i++)
        DP_Table[0][i] = 1;
    for (int i = 0; i < K; i++)
        DP_Table[i][0] = 1;

    for (int i = 1; i < K; i++) {
        for (int j = 1; j < S + 1; j++)
            DP_Table[i][j] = DP_Table[i - 1][j] + DP_Table[i][j - 1];
    }

    /*
     * for(long i=0;i<K;i++) { for(long j=0;j<S+1;j++)
     * System.out.prlong(DP_Table[i][j]+" "); System.out.println(); }
     */
    return DP_Table[K - 1][S];
}

/* Divide S in K parts 0 should not be present */
public static long PartionwithoutZero(int S, int K) {
    long DP_Table[][] = new long[K][S];
    for (int i = 0; i < S; i++)
        DP_Table[0][i] = 1;
    for (int i = 1; i < K; i++)
        DP_Table[i][0] = 0;

    for (int i = 1; i < K; i++) {
        for (int j = 1; j < S; j++)
            DP_Table[i][j] = DP_Table[i - 1][j - 1] + DP_Table[i][j - 1];
    }

    /*
     * for(long i=0;i<K;i++) { for(long j=0;j<S;j++)
     * System.out.print(DP_Table[i][j]+" "); System.out.println(); }
     */
    return DP_Table[K - 1][S - 1];
}

/* Divide S in K parts 0 may be present */
public static long PartionwithZeroUnique(int S, int K) {
    long DP_Table[][][] = new long[K][S + 1][S + 1]; // DP_Table[no of
                                                        // partition][Sum][Maximum
                                                        // value in the
                                                        // partition]

    for (int i = 0; i < K; i++)
        DP_Table[i][0][0] = 1;
    for (int i = 1; i < S + 1; i++) {
        DP_Table[0][i][0] = 0;
        DP_Table[0][i][i] = 1;
    }
    for (int i = 1; i < S + 1; i++)
        DP_Table[0][0][i] = 0;

    for (int i = 0; i < S + 1; i++)
        for (int j = 0; j < i; j++)
            DP_Table[0][i][j] = 1;

    for (int i = 1; i < K; i++) {
        for (int j = 1; j < S + 1; j++)
            for (int k = 1; k < S + 1; k++) {
                // System.out.println(i+" "+j+" "+k);
                DP_Table[i][j][k] = (k - j) >= 0 ? DP_Table[i - 1][j][k - j]
                        : 0;
            }
        for (int k = 0; k < S + 1; k++) {
            long sum = 0;
            for (int j = 0; j < S + 1; j++) {
                DP_Table[i][j][k] += sum;
                sum = DP_Table[i][j][k];
            }
        }
    }

    /*
     * for(int i=0;i<K;i++) { System.out.println("K ="+i); for(int
     * j=0;j<S+1;j++) { for(int k=0;k<S+1;k++)
     * System.out.print(DP_Table[i][j][k]+" "); System.out.println(); }
     * System.out.println(); System.out.println(); }
     */
    return DP_Table[K - 1][S][S];
}

}

Following are the output of some cases:

S=6 K=3 28 10 7

S=10 K=3 66 36 14

S=20 K=12 84672315 75582 582

Number of ways to write n as a sum of k nonnegative integers

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