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notebook/notes/combinatorics/permutations.md

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Notes on permutations and combinations.
2024-02-19 19:13:11 +00:00
---
title: Permutations
TARGET DECK: Obsidian::STEM
FILE TAGS: combinatorics set
tags:
- combinatorics
- set
---
## Overview
A **permutation** of some $n$ objects is a (possible) rearrangement of those $n$ objects. The number of permutations is $n!$ since there are $n$ possible ways to pick the first object, $(n - 1)$ possible ways to pick the second, and so on.
```c
void permutations_aux(
const size_t n,
int A[static n],
int res[static n],
uint64_t choices
) {
if (!choices) {
for (size_t i = 0; i < n; ++i) {
printf("%d ", A[res[i]]);
}
printf("\n");
return;
}
unsigned int weight = n - bit_weight(choices);
for (unsigned int i = 0; i < 64; ++i) {
uint64_t next = 1L << i;
if (choices & next) {
res[weight] = i;
permutations_aux(n, A, res, choices & ~next);
}
}
}
void permutations(const size_t n, int A[static n]) {
int *res = malloc(sizeof(int) * n);
permutations_aux(n, A, res, (1L << n) - 1);
free(res);
}
```
The above approach prints out all permutations of a given array, provided the array contains at most `64` digits. It relies on `bit_weight` as defined in [[binary/index|binary]].
%%ANKI
Basic
What *is* a permutation?
Back: An ordered arrangement of some collection of objects.
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
How many permutations are there of $n$ objects?
Back: $n!$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
Encoding and inclusion/exclusion principle.
2024-02-20 23:50:26 +00:00
%%ANKI
Basic
How is $n!$ written recursively?
Back: As $n(n - 1)!$.
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
Notes on permutations and combinations.
2024-02-19 19:13:11 +00:00
%%ANKI
Basic
How is permutation expressed recursively?
Back: Put each candidate in the current position, finding all permutations of the remainder each time.
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
How is $n!$ permutations of $n$ objects derived?
Back: There are $n$ choices for the first position, $n - 1$ choices for the second, etc.
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
What combinatorial concept explains $n!$ permutations of $n$ objects?
Back: The multiplicative principle.
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
What combinatorial concept is often associated with the factorial?
Back: Permutations.
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
How does sorting relate to the concept of permutations?
Back: Sorting aims to efficiently find a specific permutation.
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
Tags: algorithm
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END%%
%%ANKI
Basic
What symbol denotes "$n$ factorial"?
Back: $n!$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
Add some bit shifting notes back.
2024-02-24 14:43:10 +00:00
$n!$ is shorthand for what other closed formula?
Notes on permutations and combinations.
2024-02-19 19:13:11 +00:00
Back: $\Pi_{k=1}^n k$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
What is the identity element of $\cdot$ (multiplication)?
Back: $1$
Reference: Gries, David. *The Science of Programming*. Texts and Monographs in Computer Science. New York: Springer-Verlag, 1981.
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END%%
%%ANKI
Basic
What does $0!$ (factorial) evaluate to?
Back: $1$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
*Why* might $0! = 1$ (barring convention)?
Back: Because the empty product is $1$, the multiplication identity.
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
What combinatorial concept explains the number of bijective functions between two finite sets?
Back: Permutations (factorials).
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
How many bijective functions exist between $\{1, 2, 3\}$ and $\{a, b, c\}$?
Back: $3!$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
How many bijective functions exist between finite sets $A$ and $B$ where $|A| = |B| = n$?
Back: $n!$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
Combinatorics matrix on counting strategies.
2024-02-23 19:08:50 +00:00
## Falling Factorials
Notes on permutations and combinations.
2024-02-19 19:13:11 +00:00
If we generalize to choosing $k \leq n$ elements of $k$ objects, we can calculate the $k$-permutation of $n$. This is denoted as $(n)_k$, sometimes called the **falling factorial**. $$(n)_k = \frac{n!}{(n - k)!}$$
The derivation works by noting that we have $n - 0$ possible ways to pick the first object, $n - 1$ ways to pick the second, up until $n - (k - 1)$ ways to pick the last object.
%%ANKI
Basic
What *is* a $k$-permutation?
Back: An ordered arrangement, containing $k$ elements, of some collection of objects.
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
Move hexadecimal to radices page.
2024-02-21 17:51:48 +00:00
What is the closed formula for falling factorial $(n)_k$?
Notes on permutations and combinations.
2024-02-19 19:13:11 +00:00
Back: $$(n)_k = \frac{n!}{(n - k)!}$$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Basic
Add some bit shifting notes back.
2024-02-24 14:43:10 +00:00
How is the number of $k$-permutations of $n$ objects denoted?
Notes on permutations and combinations.
2024-02-19 19:13:11 +00:00
Back: $(n)_k$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
Add some bit shifting notes back.
2024-02-24 14:43:10 +00:00
%%ANKI
Basic
How is $n!$ written equivalently as a falling factorial?
Back: $(n)_n$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
<!--ID: 1708781334241-->
END%%
Notes on permutations and combinations.
2024-02-19 19:13:11 +00:00
%%ANKI
Basic
How is $(n)_k$ $k$-permutations of $n$ objects derived?
Back: There are $n$ choices for the first position, $n - 1$ choices for the second, etc. up until $n - (k - 1)$ choices for the last position.
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
<!--ID: 1708366788625-->
END%%
%%ANKI
Basic
What does $(n)_n$ evaluate to?
Back: $n!$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
<!--ID: 1708366788628-->
END%%
%%ANKI
Basic
What does $(n)_0$ evaluate to?
Back: $1$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
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END%%
%%ANKI
Cloze
In a $k$-permutation of $n$ objects, there are $n - 0$ choices for first object and {$n - (k - 1)$} choices for the last object.
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
<!--ID: 1708366788634-->
END%%
%%ANKI
Basic
What combinatorial concept explains the number of injective functions between two finite sets?
Back: $k$-permutations (falling factorials).
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
<!--ID: 1708366788638-->
END%%
%%ANKI
Basic
How many injective functions exist between $\{1, 2, 3\}$ and $\{a, b, c, d, e\}$?
Back: $(5)_3$
Reference: Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).
<!--ID: 1708366788641-->
END%%
## References
* Gries, David. *The Science of Programming*. Texts and Monographs in Computer Science. New York: Springer-Verlag, 1981.
* Oscar Levin, *Discrete Mathematics: An Open Introduction*, 3rd ed., n.d., [https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf](https://discrete.openmathbooks.org/pdfs/dmoi3-tablet.pdf).