Count number of increasing functions, nondecreasing functions $f: \{1, 2, 3, \ldots, n\} \to \{1, 2, 3, \ldots, m\}$, with $m \geq n$.

Question

I stumbled upon a question given like:

Let $m$ and $n$ be two integers such that $m \geq n \geq 1$.

Count the number of functions $$f: \{1, 2, · · · , n\} \to \{1, 2, · · · , m\}$$ of the following two types:

(a) strictly increasing; i.e., whenever $x < y, f(x) < f(y)$, and

(b) non-decreasing; i.e., whenever $x < y, f(x) \leq f(y)$.

I tried in the following way.

For (a). We can say $f(n)>f(n-1)$ AND $f(n)>f(n-2) \ldots f(n)>f(1)$ (total $n-1$ elements)

Similarly for $f(n-1)>f(n-2), f(n-1)>f(n-3) \ldots f(n-1)>f(1)$ (total $n-2$ elements)...

and $f(2)>1$

Like this $$(n-1) + (n-2) + \ldots + (1) = \frac{n(n-1)}{2}$$

Is this correct?

For (b). Since there's equality, it will be $$n + (n-1) + ... (1) = \frac{n(n+1)}{2}$$

Is my approach correct? Any help is appreciated. Thanks in advance.

Answer 1

How many strictly increasing functions $f:\{1, 2, 3, \ldots, n\} \to \{1, 2, 3, \ldots, m\}$ are there?

A function $$f: \{1, 2, 3, \ldots, n\} \to \{1, 2, 3, \ldots, m\}$$ is determined by how the values $$f(1), f(2), f(3), \ldots, f(n)$$ are assigned. Since $f$ is a strictly increasing function, $$f(1) < f(2) < f(3) < \ldots < f(n)$$ Thus, for a strictly increasing function, each value in the domain is mapped to a distinct element in the codomain. Since there are $n$ elements in the domain and $m$ elements in the codomain, the number of ways we can select the elements in the range is $\binom{m}{n}$. Once we have selected these elements, there is only one way to assign them so that the function is strictly increasing, namely by assigning the smallest element in the range to be $f(1)$, the next smallest to be $f(2)$, and so forth. Hence, the number of strictly increasing functions is $$\binom{m}{n}$$

How many nondecreasing functions $f: \{1, 2, 3, \ldots, n\} \to \{1, 2, 3, \ldots, m\}$ are there?

Since $f$ is a nondecreasing function, the function is completely determined by how many values of $j \in \{1, 2, 3, \ldots, n\}$ are assigned to equal $k \in \{1, 2, 3, \ldots, m\}$. To see why, consider functions $$f: \{1, 2, 3, 4, 5\} \to \{1, 2, 3, 4, 5, 6, 7\}$$ If two values are assigned to equal $3$, one value is assigned to equal $4$, and two values are assigned to equal $7$, then since $f$ is nondecreasing, $f$ must be the function defined by $f(1) = f(2) = 3$, $f(3) = 4$, $f(4) = f(5) = 7$.

Let $x_k$, $1 \leq k \leq m$, be the number of values of $j \in \{1, 2, 3, \ldots, n\}$ such that $f(j) = k$. Then $$x_1 + x_2 + x_3 + \ldots + x_m = n$$ which is an equation in the nonnegative integers. A particular solution corresponds to the placement of $m - 1$ addition signs in a row of $n$ ones.

To make this concrete, consider nondecreasing functions $$f: \{1, 2, 3, 4, 5\} \to \{1, 2, 3, 4, 5, 6, 7\}$$ Then we have $$x_1 + x_2 + x_3 + x_4 + x_5 + x_6 + x_7 = 5$$ The assignment $$+ + 1 1 + 1 + + + 1 1$$ corresponds to the above example that $x_1 = x_2 = 0$, $x_3 = 2$, $x_4 = 1$, $x_5 = x_6 = 0$, and $x_7 = 2$, that is, the function defined by $f(1) = f(2) = 3$, $f(3) = 4$, $f(4) = f(5) = 7$. In this case, the number of such functions is the number of ways we can insert six addition signs in a row of five ones, which is $$\binom{5 + 6}{6} = \binom{11}{6}$$ since we must choose which six of the eleven symbols (five ones and six addition signs) will be addition signs.

By similar reasoning, the number of nondecreasing functions $$f: \{1, 2, 3, \ldots, n\} \to \{1, 2, 3, \ldots, m\}$$ is equal to the number of ways we can insert $m - 1$ addition signs in a row of $n$ ones, which is $$\binom{n + m - 1}{m - 1}$$ since we must select which $m - 1$ of the $n + m - 1$ symbols ($n$ ones and $m - 1$ addition signs) must be addition signs.

Answer 2

A different approach for the non-decreasing case.

Set $F(n,m) = |\{ f : \{1, \ldots, n\} \to \{1,\ldots,m\} \mid f \mbox{ is non-decreasing. } \}|$. Then, $F(n,1) = 1$. Furthermore, we have the following recurrence relation: $$ F(n,m) = \sum_{i=0}^n F(n - i, m - 1). \quad (*) $$ Proof. If $f : \{1,\ldots,n\} \to \{1,\ldots,m\}$ is non-decreasing, set $k = |f^{-1}(1)|$. Then, $f^{-1}(1) = \{1,\ldots, k \}$ (possibly empty) and $f$ restricted to $\{ k + 1, \ldots, n \}$ (also possibly empty) could be seen as a non-decreasing function from $\{k+1,\ldots,n\}$ to $\{2,\ldots,m-1\}$. For the restriction, we have $F(n - k, m - 1)$ many possibilities (the concrete naming of the numbers does not matter, just that they form a consecutive order) and each possibility is determined uniquely. Conversely, from any non-decreasing function $g : \{1,\ldots,n\}\to \{1,\ldots,m\}$ and $0 \le k \le n$ we can uniquely construct a non-decreasing function $f : \{1,\ldots,n+k\} \to \{1,\ldots, m+1\}$ by setting $$ f(x) = \left\{ \begin{array}{ll} 1 & 1 \le x \le k \\ g(x) + 1 & \mbox{otherwise.} \end{array} \right. $$ So, we have shown the recurrence equation. QED

Now, for the binomial coefficient, the following formula is valid: $$ \binom{m}{m} + \binom{m + 1}{m} + \binom{m + 2}{m} + \ldots + \binom{m + n}{m} = \binom{n + m + 1}{m+1}, $$ which is easy to prove by induction. Setting $$ G(n,m) = \binom{n + m - 1}{m-1}, $$ we see that $G$ fulfills Equation (*) above, and $G(n,1) = 1$. Hence, inductively, $F(n,m) = G(n,m)$.

A concrete example. Let $a < b < c$, then, non-decreaasing functions with codomain of size three could be interpreted as ordered strings over $\{a,b,c\}$. Then, for the domain of size three, we have the strings $$ aaa, aab, aac, abb, abc, acc, bbb, bbc, bcc, ccc. $$ I hope it could be seen how to construct these strings out of the ordered strings over $\{b,c\}$ of length at most three by appending runs of $a$'s in front of them.

Answer 3

Another approach for the non decreasing case

The function maps from A to B with $n$ and $m$ elements respectively.

Consider a $(n-1)$ by $(m-1)$ grid space. We have to find the total number of ways of reaching the rightmost side if we start from the bottom left corner and the allowed moves are "up" and "right". The total number of such paths is exactly our answer. How? Since we don't move downwards at any point of our journey, we are not decreasing our y-coordinate. This ensures our journey is non-decreasing.

Total number of such paths is: $$\binom{m+n-2}{n-1} + \binom{m+n-1}{n-1} + \binom{m + n}{n-1} + \ldots + \binom{n-1}{n-1} = \binom{n + m-1}{n}= \binom{n + m - 1}{m-1}$$

Answer 4

Problem with your approach is that function cannot map one number to multiple different numbers. On the other hand you can map multiple different numbers to one number.