Random Latin squares
From Rosetta Code
You are encouraged to solve this task according to the task description, using any language you may know.
A Latin square of size n is an arrangement of n symbols in an n-by-n square in such a way that each row and column has each symbol appearing exactly once.
A randomised Latin square generates random configurations of the symbols for any given n.
- Example n=4 randomised Latin square
0 2 3 1 2 1 0 3 3 0 1 2 1 3 2 0
- Task
- Create a function/routine/procedure/method/... that given
ngenerates a randomised Latin square of sizen. - Use the function to generate and show here, two randomly generated squares of size 5.
- Note
Strict Uniformity in the random generation is a hard problem and not a requirement of the task.
- Reference
Contents
11l[edit]
F _transpose(matrix)
assert(matrix.len == matrix[0].len)
V r = [[0] * matrix.len] * matrix.len
L(i) 0 .< matrix.len
L(j) 0 .< matrix.len
r[i][j] = matrix[j][i]
R r
F _shuffle_transpose_shuffle(matrix)
V square = copy(matrix)
random:shuffle(&square)
V trans = _transpose(square)
random:shuffle(&trans)
R trans
F _rls(&symbols)
V n = symbols.len
I n == 1
R [symbols]
E
V sym = random:choice(symbols)
symbols.remove(sym)
V square = _rls(&symbols)
square.append(copy(square[0]))
L(i) 0 .< n
square[i].insert(i, sym)
R square
F rls(n)
V symbols = Array(0 .< n)
V square = _rls(&symbols)
R _shuffle_transpose_shuffle(square)
F _check_rows(square)
V set_row0 = Set(square[0])
R all(square.map(row -> row.len == Set(row).len & Set(row) == @set_row0))
F _check(square)
V transpose = _transpose(square)
assert(_check_rows(square) & _check_rows(transpose), ‘Not a Latin square’)
L(i) [3, 3, 5, 5]
V square = rls(i)
print(square.map(row -> row.join(‘ ’)).join("\n"))
_check(square)
print()
- Output:
0 2 1 2 1 0 1 0 2 1 0 2 0 2 1 2 1 0 1 2 0 4 3 4 0 3 2 1 2 3 1 0 4 3 4 2 1 0 0 1 4 3 2 2 4 3 1 0 4 1 2 0 3 3 2 0 4 1 1 0 4 3 2 0 3 1 2 4
Arturo[edit]
latinSquare: function [n][
square: new []
variants: shuffle permutate 0..n-1
while -> n > size square [
row: sample variants
'square ++ @[row]
filter 'variants 'variant [
reject: false
loop.with:'i variant 'col [
if col = row\[i] ->
reject: true
]
reject
]
]
return square
]
loop 2 'x [
ls: latinSquare 5
loop ls 'row ->
print row
print "---------"
]
- Output:
2 4 0 1 3 3 0 2 4 1 4 3 1 0 2 1 2 4 3 0 0 1 3 2 4 --------- 3 2 1 4 0 2 1 4 0 3 4 3 0 2 1 1 0 2 3 4 0 4 3 1 2
C[edit]
#include <stdbool.h>
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <time.h>
// low <= num < high
int randInt(int low, int high) {
return (rand() % (high - low)) + low;
}
// shuffle an array of n elements
void shuffle(int *const array, const int n) {
if (n > 1) {
int i;
for (i = 0; i < n - 1; i++) {
int j = randInt(i, n);
int t = array[i];
array[i] = array[j];
array[j] = t;
}
}
}
// print an n * n array
void printSquare(const int *const latin, const int n) {
int i, j;
for (i = 0; i < n; i++) {
printf("[");
for (j = 0; j < n; j++) {
if (j > 0) {
printf(", ");
}
printf("%d", latin[i * n + j]);
}
printf("]\n");
}
printf("\n");
}
void latinSquare(const int n) {
int *latin, *used;
int i, j, k;
if (n <= 0) {
printf("[]\n");
return;
}
// allocate
latin = (int *)malloc(n * n * sizeof(int));
if (!latin) {
printf("Failed to allocate memory.");
return;
}
// initialize
for (i = 0; i < n; i++) {
for (j = 0; j < n; j++) {
latin[i * n + j] = j;
}
}
// first row
shuffle(latin, n);
// middle row(s)
for (i = 1; i < n - 1; i++) {
bool shuffled = false;
while (!shuffled) {
shuffle(&latin[i * n], n);
for (k = 0; k < i; k++) {
for (j = 0; j < n; j++) {
if (latin[k * n + j] == latin[i * n + j]) {
goto shuffling;
}
}
}
shuffled = true;
shuffling: {}
}
}
//last row
used = (int *)malloc(n * sizeof(int));
for (j = 0; j < n; j++) {
memset(used, 0, n * sizeof(int));
for (i = 0; i < n - 1; i++) {
used[latin[i * n + j]] = 1;
}
for (k = 0; k < n; k++) {
if (used[k] == 0) {
latin[(n - 1) * n + j] = k;
break;
}
}
}
free(used);
// print the result
printSquare(latin, n);
free(latin);
}
int main() {
// initialze the random number generator
srand((unsigned int)time((time_t)0));
latinSquare(5);
latinSquare(5);
latinSquare(10);
return 0;
}
- Output:
[1, 4, 3, 0, 2] [3, 1, 0, 2, 4] [2, 3, 4, 1, 0] [4, 0, 2, 3, 1] [0, 2, 1, 4, 3] [0, 2, 4, 1, 3] [1, 3, 0, 4, 2] [4, 0, 3, 2, 1] [3, 1, 2, 0, 4] [2, 4, 1, 3, 0] [6, 8, 2, 1, 4, 7, 3, 9, 5, 0] [8, 7, 3, 2, 0, 1, 6, 5, 4, 9] [1, 3, 5, 6, 7, 9, 4, 0, 2, 8] [2, 5, 1, 9, 8, 0, 7, 4, 3, 6] [4, 9, 8, 5, 6, 2, 0, 1, 7, 3] [9, 6, 7, 8, 2, 4, 1, 3, 0, 5] [7, 2, 9, 0, 3, 6, 5, 8, 1, 4] [3, 1, 0, 4, 5, 8, 2, 6, 9, 7] [5, 0, 4, 7, 9, 3, 8, 2, 6, 1] [0, 4, 6, 3, 1, 5, 9, 7, 8, 2]
C++[edit]
#include <algorithm>
#include <chrono>
#include <iostream>
#include <random>
#include <vector>
template <typename T>
std::ostream &operator<<(std::ostream &os, const std::vector<T> &v) {
auto it = v.cbegin();
auto end = v.cend();
os << '[';
if (it != end) {
os << *it;
it = std::next(it);
}
while (it != end) {
os << ", ";
os << *it;
it = std::next(it);
}
return os << ']';
}
void printSquare(const std::vector<std::vector<int>> &latin) {
for (auto &row : latin) {
std::cout << row << '\n';
}
std::cout << '\n';
}
void latinSquare(int n) {
if (n <= 0) {
std::cout << "[]\n";
return;
}
// obtain a time-based seed:
unsigned seed = std::chrono::system_clock::now().time_since_epoch().count();
auto g = std::default_random_engine(seed);
std::vector<std::vector<int>> latin;
for (int i = 0; i < n; ++i) {
std::vector<int> inner;
for (int j = 0; j < n; ++j) {
inner.push_back(j);
}
latin.push_back(inner);
}
// first row
std::shuffle(latin[0].begin(), latin[0].end(), g);
// middle row(s)
for (int i = 1; i < n - 1; ++i) {
bool shuffled = false;
while (!shuffled) {
std::shuffle(latin[i].begin(), latin[i].end(), g);
for (int k = 0; k < i; ++k) {
for (int j = 0; j < n; ++j) {
if (latin[k][j] == latin[i][j]) {
goto shuffling;
}
}
}
shuffled = true;
shuffling: {}
}
}
// last row
for (int j = 0; j < n; ++j) {
std::vector<bool> used(n, false);
for (int i = 0; i < n - 1; ++i) {
used[latin[i][j]] = true;
}
for (int k = 0; k < n; ++k) {
if (!used[k]) {
latin[n - 1][j] = k;
break;
}
}
}
printSquare(latin);
}
int main() {
latinSquare(5);
latinSquare(5);
latinSquare(10);
return 0;
}
- Output:
[4, 3, 1, 2, 0] [1, 0, 3, 4, 2] [3, 2, 0, 1, 4] [2, 1, 4, 0, 3] [0, 4, 2, 3, 1] [2, 4, 0, 3, 1] [0, 3, 4, 1, 2] [3, 0, 1, 2, 4] [1, 2, 3, 4, 0] [4, 1, 2, 0, 3] [9, 3, 5, 0, 8, 2, 7, 1, 6, 4] [0, 9, 4, 6, 1, 8, 5, 3, 7, 2] [4, 1, 9, 7, 3, 5, 2, 0, 8, 6] [2, 6, 8, 3, 4, 0, 9, 7, 1, 5] [6, 5, 3, 4, 7, 9, 1, 8, 2, 0] [1, 8, 6, 5, 2, 4, 0, 9, 3, 7] [7, 2, 0, 8, 9, 1, 4, 6, 5, 3] [3, 0, 7, 1, 5, 6, 8, 2, 4, 9] [8, 4, 2, 9, 6, 7, 3, 5, 0, 1] [5, 7, 1, 2, 0, 3, 6, 4, 9, 8]
C#[edit]
using System;
using System.Collections.Generic;
namespace RandomLatinSquares {
using Matrix = List<List<int>>;
// Taken from https://stackoverflow.com/a/1262619
static class Helper {
private static readonly Random rng = new Random();
public static void Shuffle<T>(this IList<T> list) {
int n = list.Count;
while (n > 1) {
n--;
int k = rng.Next(n + 1);
T value = list[k];
list[k] = list[n];
list[n] = value;
}
}
}
class Program {
static void PrintSquare(Matrix latin) {
foreach (var row in latin) {
Console.Write('[');
var it = row.GetEnumerator();
if (it.MoveNext()) {
Console.Write(it.Current);
}
while (it.MoveNext()) {
Console.Write(", ");
Console.Write(it.Current);
}
Console.WriteLine(']');
}
Console.WriteLine();
}
static void LatinSquare(int n) {
if (n <= 0) {
Console.WriteLine("[]");
return;
}
var latin = new Matrix();
for (int i = 0; i < n; i++) {
List<int> temp = new List<int>();
for (int j = 0; j < n; j++) {
temp.Add(j);
}
latin.Add(temp);
}
// first row
latin[0].Shuffle();
// middle row(s)
for (int i = 1; i < n - 1; i++) {
bool shuffled = false;
while (!shuffled) {
latin[i].Shuffle();
for (int k = 0; k < i; k++) {
for (int j = 0; j < n; j++) {
if (latin[k][j] == latin[i][j]) {
goto shuffling;
}
}
}
shuffled = true;
shuffling: { }
}
}
// last row
for (int j = 0; j < n; j++) {
List<bool> used = new List<bool>();
for (int i = 0; i < n; i++) {
used.Add(false);
}
for (int i = 0; i < n-1; i++) {
used[latin[i][j]] = true;
}
for (int k = 0; k < n; k++) {
if (!used[k]) {
latin[n - 1][j] = k;
break;
}
}
}
PrintSquare(latin);
}
static void Main() {
LatinSquare(5);
LatinSquare(5);
LatinSquare(10); // for good measure
}
}
}
- Output:
[3, 0, 1, 4, 2] [4, 2, 3, 1, 0] [2, 1, 4, 0, 3] [0, 4, 2, 3, 1] [1, 3, 0, 2, 4] [4, 0, 2, 3, 1] [2, 1, 4, 0, 3] [0, 4, 3, 1, 2] [3, 2, 1, 4, 0] [1, 3, 0, 2, 4] [5, 9, 4, 2, 0, 3, 8, 6, 1, 7] [7, 1, 3, 9, 6, 2, 4, 0, 8, 5] [1, 8, 6, 3, 4, 0, 9, 5, 7, 2] [9, 0, 1, 4, 2, 7, 3, 8, 5, 6] [6, 7, 8, 0, 5, 1, 2, 3, 9, 4] [8, 2, 7, 5, 3, 4, 1, 9, 6, 0] [2, 4, 5, 6, 8, 9, 0, 7, 3, 1] [4, 5, 9, 8, 1, 6, 7, 2, 0, 3] [0, 3, 2, 7, 9, 5, 6, 1, 4, 8] [3, 6, 0, 1, 7, 8, 5, 4, 2, 9]
D[edit]
import std.array;
import std.random;
import std.stdio;
alias Matrix = int[][];
void latinSquare(int n) {
if (n <= 0) {
writeln("[]");
return;
}
Matrix latin = uninitializedArray!Matrix(n, n);
foreach (row; latin) {
for (int i = 0; i < n; i++) {
row[i] = i;
}
}
// first row
latin[0].randomShuffle;
// middle row(s)
for (int i = 1; i < n - 1; i++) {
bool shuffled = false;
shuffling:
while (!shuffled) {
latin[i].randomShuffle;
for (int k = 0; k < i; k++) {
for (int j = 0; j < n; j++) {
if (latin[k][j] == latin[i][j]) {
continue shuffling;
}
}
}
shuffled = true;
}
}
// last row
for (int j = 0; j < n; j++) {
bool[] used = uninitializedArray!(bool[])(n);
used[] = false;
for (int i = 0; i < n - 1; i++) {
used[latin[i][j]] = true;
}
for (int k = 0; k < n; k++) {
if (!used[k]) {
latin[n - 1][j] = k;
break;
}
}
}
printSquare(latin);
}
void printSquare(Matrix latin) {
foreach (row; latin) {
writeln(row);
}
}
void main() {
latinSquare(5);
writeln;
latinSquare(5);
writeln;
latinSquare(10);
}
- Output:
[2, 4, 3, 1, 0] [1, 0, 2, 3, 4] [0, 1, 4, 2, 3] [3, 2, 0, 4, 1] [4, 3, 1, 0, 2] [4, 1, 0, 3, 2] [3, 4, 1, 2, 0] [0, 2, 3, 1, 4] [1, 0, 2, 4, 3] [2, 3, 4, 0, 1] [3, 5, 1, 9, 4, 2, 7, 0, 8, 6] [6, 2, 7, 8, 3, 9, 1, 4, 5, 0] [0, 4, 3, 6, 7, 8, 2, 5, 9, 1] [8, 3, 0, 5, 9, 7, 4, 1, 6, 2] [2, 8, 9, 0, 6, 1, 5, 3, 7, 4] [5, 6, 8, 1, 2, 0, 9, 7, 4, 3] [4, 1, 2, 3, 8, 5, 6, 9, 0, 7] [1, 9, 4, 7, 0, 6, 8, 2, 3, 5] [7, 0, 6, 2, 5, 4, 3, 8, 1, 9] [9, 7, 5, 4, 1, 3, 0, 6, 2, 8]
F#[edit]
This solution uses functions from Factorial_base_numbers_indexing_permutations_of_a_collection#F.23 and Latin_Squares_in_reduced_form#F.23. This solution generates completely random uniformly distributed Latin Squares from all possible Latin Squares of order 5. It takes 5 thousandths of a second can that really be called hard?
// Generate 2 Random Latin Squares of order 5. Nigel Galloway: July 136th., 2019
let N=let N=System.Random() in (fun n->N.Next(n))
let rc()=let β=lN2p [|0;N 4;N 3;N 2|] [|0..4|] in Seq.item (N 56) (normLS 5) |> List.map(lN2p [|N 5;N 4;N 3;N 2|]) |> List.permute(fun n->β.[n]) |> List.iter(printfn "%A")
rc(); printfn ""; rc()
- Output:
[|5; 3; 1; 4; 2|] [|1; 4; 5; 2; 3|] [|4; 1; 2; 3; 5|] [|2; 5; 3; 1; 4|] [|3; 2; 4; 5; 1|] [|4; 1; 2; 5; 3|] [|3; 5; 1; 2; 4|] [|2; 4; 5; 3; 1|] [|1; 2; 3; 4; 5|] [|5; 3; 4; 1; 2|]
I thought some statistics might be interesting so I generated 1 million Latin Squares of order 5. There are 161280 possible Latin Squares of which 3174 were not generated. The remainder were generated:
Times Generated Number of Latin Squares
1 1776
2 5669
3 11985
4 19128
5 24005
6 25333
7 22471
8 18267
9 12569
10 7924
11 4551
12 2452
13 1130
14 483
15 219
16 93
17 37
18 5
19 7
20 2
Factor[edit]
A brute force method for generating uniformly random Latin squares. Repeatedly select a random permutation of (0, 1,...n-1) and add it as the next row of the square. If at any point the rules for being a Latin square are violated, start the entire process over again from the beginning.
USING: arrays combinators.extras fry io kernel math.matrices
prettyprint random sequences sets ;
IN: rosetta-code.random-latin-squares
: rand-permutation ( n -- seq ) <iota> >array randomize ;
: ls? ( n -- ? ) [ all-unique? ] column-map t [ and ] reduce ;
: (ls) ( n -- m ) dup '[ _ rand-permutation ] replicate ;
: ls ( n -- m ) dup (ls) dup ls? [ nip ] [ drop ls ] if ;
: random-latin-squares ( -- ) [ 5 ls simple-table. nl ] twice ;
MAIN: random-latin-squares
- Output:
0 4 3 2 1 3 0 2 1 4 4 2 1 3 0 2 1 4 0 3 1 3 0 4 2 4 0 1 3 2 0 2 4 1 3 1 3 0 2 4 2 4 3 0 1 3 1 2 4 0
Go[edit]
Restarting Row method[edit]
As the task is not asking for large squares to be generated and even n = 10 is virtually instant, we use a simple brute force approach here known as the 'Restarting Row' method (see Talk page). However, whilst easy to understand, this method does not produce uniformly random squares.
package main
import (
"fmt"
"math/rand"
"time"
)
type matrix [][]int
func shuffle(row []int, n int) {
rand.Shuffle(n, func(i, j int) {
row[i], row[j] = row[j], row[i]
})
}
func latinSquare(n int) {
if n <= 0 {
fmt.Println("[]\n")
return
}
latin := make(matrix, n)
for i := 0; i < n; i++ {
latin[i] = make([]int, n)
if i == n-1 {
break
}
for j := 0; j < n; j++ {
latin[i][j] = j
}
}
// first row
shuffle(latin[0], n)
// middle row(s)
for i := 1; i < n-1; i++ {
shuffled := false
shuffling:
for !shuffled {
shuffle(latin[i], n)
for k := 0; k < i; k++ {
for j := 0; j < n; j++ {
if latin[k][j] == latin[i][j] {
continue shuffling
}
}
}
shuffled = true
}
}
// last row
for j := 0; j < n; j++ {
used := make([]bool, n)
for i := 0; i < n-1; i++ {
used[latin[i][j]] = true
}
for k := 0; k < n; k++ {
if !used[k] {
latin[n-1][j] = k
break
}
}
}
printSquare(latin, n)
}
func printSquare(latin matrix, n int) {
for i := 0; i < n; i++ {
fmt.Println(latin[i])
}
fmt.Println()
}
func main() {
rand.Seed(time.Now().UnixNano())
latinSquare(5)
latinSquare(5)
latinSquare(10) // for good measure
}
- Output:
Sample run:
[3 2 1 0 4] [0 3 2 4 1] [4 1 0 3 2] [2 4 3 1 0] [1 0 4 2 3] [3 1 0 4 2] [1 0 2 3 4] [2 4 3 0 1] [4 3 1 2 0] [0 2 4 1 3] [9 2 8 4 6 1 7 5 0 3] [4 3 7 6 0 8 5 9 2 1] [2 1 9 7 3 4 6 0 5 8] [8 6 0 5 7 2 3 1 9 4] [5 0 6 8 1 3 9 2 4 7] [7 5 4 9 2 0 1 3 8 6] [3 9 2 1 5 6 8 4 7 0] [1 4 5 2 8 7 0 6 3 9] [6 8 3 0 4 9 2 7 1 5] [0 7 1 3 9 5 4 8 6 2]
Latin Squares in Reduced Form method[edit]
Unlike the "Restarting Row" method, this method does produce uniformly random Latin squares for n <= 6 (see Talk page) but is more involved and therefore slower. It reuses some (suitably adjusted) code from the Latin Squares in Reduced Form and Permutations tasks.
package main
import (
"fmt"
"math/rand"
"sort"
"time"
)
type matrix [][]int
// generate derangements of first n numbers, with 'start' in first place.
func dList(n, start int) (r matrix) {
start-- // use 0 basing
a := make([]int, n)
for i := range a {
a[i] = i
}
a[0], a[start] = start, a[0]
sort.Ints(a[1:])
first := a[1]
// recursive closure permutes a[1:]
var recurse func(last int)
recurse = func(last int) {
if last == first {
// bottom of recursion. you get here once for each permutation.
// test if permutation is deranged.
for j, v := range a[1:] { // j starts from 0, not 1
if j+1 == v {
return // no, ignore it
}
}
// yes, save a copy
b := make([]int, n)
copy(b, a)
for i := range b {
b[i]++ // change back to 1 basing
}
r = append(r, b)
return
}
for i := last; i >= 1; i-- {
a[i], a[last] = a[last], a[i]
recurse(last - 1)
a[i], a[last] = a[last], a[i]
}
}
recurse(n - 1)
return
}
func reducedLatinSquares(n int) []matrix {
var rls []matrix
if n < 0 {
n = 0
}
rlatin := make(matrix, n)
for i := 0; i < n; i++ {
rlatin[i] = make([]int, n)
}
if n <= 1 {
return append(rls, rlatin)
}
// first row
for j := 0; j < n; j++ {
rlatin[0][j] = j + 1
}
// recursive closure to compute reduced latin squares
var recurse func(i int)
recurse = func(i int) {
rows := dList(n, i) // get derangements of first n numbers, with 'i' first.
outer:
for r := 0; r < len(rows); r++ {
copy(rlatin[i-1], rows[r])
for k := 0; k < i-1; k++ {
for j := 1; j < n; j++ {
if rlatin[k][j] == rlatin[i-1][j] {
if r < len(rows)-1 {
continue outer
} else if i > 2 {
return
}
}
}
}
if i < n {
recurse(i + 1)
} else {
rl := copyMatrix(rlatin)
rls = append(rls, rl)
}
}
return
}
// remaining rows
recurse(2)
return rls
}
func copyMatrix(m matrix) matrix {
le := len(m)
cpy := make(matrix, le)
for i := 0; i < le; i++ {
cpy[i] = make([]int, le)
copy(cpy[i], m[i])
}
return cpy
}
func printSquare(latin matrix, n int) {
for i := 0; i < n; i++ {
for j := 0; j < n; j++ {
fmt.Printf("%d ", latin[i][j]-1)
}
fmt.Println()
}
fmt.Println()
}
func factorial(n uint64) uint64 {
if n == 0 {
return 1
}
prod := uint64(1)
for i := uint64(2); i <= n; i++ {
prod *= i
}
return prod
}
// generate permutations of first n numbers, starting from 0.
func pList(n int) matrix {
fact := factorial(uint64(n))
perms := make(matrix, fact)
a := make([]int, n)
for i := 0; i < n; i++ {
a[i] = i
}
t := make([]int, n)
copy(t, a)
perms[0] = t
n--
var i, j int
for c := uint64(1); c < fact; c++ {
i = n - 1
j = n
for a[i] > a[i+1] {
i--
}
for a[j] < a[i] {
j--
}
a[i], a[j] = a[j], a[i]
j = n
i++
for i < j {
a[i], a[j] = a[j], a[i]
i++
j--
}
t := make([]int, n+1)
copy(t, a)
perms[c] = t
}
return perms
}
func generateLatinSquares(n, tests, echo int) {
rls := reducedLatinSquares(n)
perms := pList(n)
perms2 := pList(n - 1)
for test := 0; test < tests; test++ {
rn := rand.Intn(len(rls))
rl := rls[rn] // select reduced random square at random
rn = rand.Intn(len(perms))
rp := perms[rn] // select a random permuation of 'rl's columns
// permute columns
t := make(matrix, n)
for i := 0; i < n; i++ {
t[i] = make([]int, n)
}
for i := 0; i < n; i++ {
for j := 0; j < n; j++ {
t[i][j] = rl[i][rp[j]]
}
}
rn = rand.Intn(len(perms2))
rp = perms2[rn] // select a random permutation of 't's rows 2 to n
// permute rows 2 to n
u := make(matrix, n)
for i := 0; i < n; i++ {
u[i] = make([]int, n)
}
for i := 0; i < n; i++ {
for j := 0; j < n; j++ {
if i == 0 {
u[i][j] = t[i][j]
} else {
u[i][j] = t[rp[i-1]+1][j]
}
}
}
if test < echo {
printSquare(u, n)
}
if n == 4 {
for i := 0; i < 4; i++ {
for j := 0; j < 4; j++ {
u[i][j]--
}
}
for i := 0; i < 4; i++ {
copy(a[4*i:], u[i])
}
for i := 0; i < 4; i++ {
if testSquares[i] == a {
counts[i]++
break
}
}
}
}
}
var testSquares = [4][16]int{
{0, 1, 2, 3, 1, 0, 3, 2, 2, 3, 0, 1, 3, 2, 1, 0},
{0, 1, 2, 3, 1, 0, 3, 2, 2, 3, 1, 0, 3, 2, 0, 1},
{0, 1, 2, 3, 1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2},
{0, 1, 2, 3, 1, 3, 0, 2, 2, 0, 3, 1, 3, 2, 1, 0},
}
var (
counts [4]int
a [16]int
)
func main() {
rand.Seed(time.Now().UnixNano())
fmt.Println("Two randomly generated latin squares of order 5 are:\n")
generateLatinSquares(5, 2, 2)
fmt.Println("Out of 1,000,000 randomly generated latin squares of order 4, ")
fmt.Println("of which there are 576 instances ( => expected 1736 per instance),")
fmt.Println("the following squares occurred the number of times shown:\n")
generateLatinSquares(4, 1e6, 0)
for i := 0; i < 4; i++ {
fmt.Println(testSquares[i][:], ":", counts[i])
}
fmt.Println("\nA randomly generated latin square of order 6 is:\n")
generateLatinSquares(6, 1, 1)
}
- Output:
Sample run:
Two randomly generated latin squares of order 5 are: 2 1 3 4 0 4 3 0 1 2 1 0 2 3 4 0 4 1 2 3 3 2 4 0 1 1 2 3 4 0 0 3 4 2 1 2 4 0 1 3 4 0 1 3 2 3 1 2 0 4 Out of 1,000,000 randomly generated latin squares of order 4, of which there are 576 instances ( => expected 1736 per instance), the following squares occurred the number of times shown: [0 1 2 3 1 0 3 2 2 3 0 1 3 2 1 0] : 1737 [0 1 2 3 1 0 3 2 2 3 1 0 3 2 0 1] : 1736 [0 1 2 3 1 2 3 0 2 3 0 1 3 0 1 2] : 1726 [0 1 2 3 1 3 0 2 2 0 3 1 3 2 1 0] : 1799 A randomly generated latin square of order 6 is: 3 5 1 0 4 2 2 0 5 4 1 3 0 4 2 5 3 1 1 3 4 2 0 5 5 1 0 3 2 4 4 2 3 1 5 0
Haskell[edit]
Pure functional Haskell encourages programmer to separate randomness and deterministic business logic. So first we determine a function which returns a Latin square which is built according to given first row and first column.
import Data.List (permutations, (\\))
latinSquare :: Eq a => [a] -> [a] -> [[a]]
latinSquare [] [] = []
latinSquare c r
| head r /= head c = []
| otherwise = reverse <$> foldl addRow firstRow perms
where
-- permutations grouped by the first element
perms =
tail $
fmap
(fmap . (:) <*> (permutations . (r \\) . return))
c
firstRow = pure <$> r
addRow tbl rows =
head
[ zipWith (:) row tbl
| row <- rows,
and $ different (tail row) (tail tbl)
]
different = zipWith $ (not .) . elem
printTable :: Show a => [[a]] -> IO ()
printTable tbl =
putStrLn $
unlines $
unwords . map show <$> tbl
λ> printTable $ latinSquare [1,2,3,4,5] [1,3,2,5,4] 1 2 3 4 5 3 4 1 5 2 2 5 4 3 1 5 3 2 1 4
Now whatever random generator is used, the construction of a random Latin square may be done by feeding two appropriate random permutations to the deterministic algorithm.
randomLatinSquare :: Eq a => [a] -> Random [[a]]
randomLatinSquare set = do
r <- randomPermutation set
c <- randomPermutation (tail r)
return $ latinSquare r (head r:c)
For examples a naive linear congruent method in a State monad is used.
import Control.Monad.State
type Random a = State Int a
random :: Integral a => a -> Random a
random k = rescale <$> modify iter
where
iter x = (x * a + c) `mod` m
(a, c, m) = (1103515245, 12345, 2^31-1)
rescale x = fromIntegral x `mod` k
randomPermutation :: Eq a => [a] -> Random [a]
randomPermutation = go
where
go [] = pure []
go lst = do
x <- randomSample lst
(x :) <$> go (lst \\ [x])
randomSample :: [a] -> Random a
randomSample lst = (lst !!) <$> random (length lst)
λ> printTable $ randomLatinSquare [0..4] `evalState` 42 3 2 0 1 4 0 1 4 3 2 1 4 3 2 0 2 0 1 4 3 4 3 2 0 1 λ> printTable $ randomLatinSquare [0..9] `evalState` 42 8 5 6 1 7 2 4 0 9 3 5 9 4 0 6 8 3 1 7 2 6 0 8 2 3 5 9 7 1 4 7 1 5 3 8 4 0 9 2 6 3 2 7 8 9 0 5 4 6 1 2 4 3 9 5 1 7 6 8 0 1 3 2 7 4 9 6 8 0 5 0 7 1 6 2 3 8 5 4 9 9 6 0 4 1 7 2 3 5 8 4 8 9 5 0 6 1 2 3 7
Java[edit]
import java.util.ArrayList;
import java.util.Collections;
import java.util.Iterator;
import java.util.List;
import java.util.Objects;
public class RandomLatinSquares {
private static void printSquare(List<List<Integer>> latin) {
for (List<Integer> row : latin) {
Iterator<Integer> it = row.iterator();
System.out.print("[");
if (it.hasNext()) {
Integer col = it.next();
System.out.print(col);
}
while (it.hasNext()) {
Integer col = it.next();
System.out.print(", ");
System.out.print(col);
}
System.out.println("]");
}
System.out.println();
}
private static void latinSquare(int n) {
if (n <= 0) {
System.out.println("[]");
return;
}
List<List<Integer>> latin = new ArrayList<>(n);
for (int i = 0; i < n; ++i) {
List<Integer> inner = new ArrayList<>(n);
for (int j = 0; j < n; ++j) {
inner.add(j);
}
latin.add(inner);
}
// first row
Collections.shuffle(latin.get(0));
// middle row(s)
for (int i = 1; i < n - 1; ++i) {
boolean shuffled = false;
shuffling:
while (!shuffled) {
Collections.shuffle(latin.get(i));
for (int k = 0; k < i; ++k) {
for (int j = 0; j < n; ++j) {
if (Objects.equals(latin.get(k).get(j), latin.get(i).get(j))) {
continue shuffling;
}
}
}
shuffled = true;
}
}
// last row
for (int j = 0; j < n; ++j) {
List<Boolean> used = new ArrayList<>(n);
for (int i = 0; i < n; ++i) {
used.add(false);
}
for (int i = 0; i < n - 1; ++i) {
used.set(latin.get(i).get(j), true);
}
for (int k = 0; k < n; ++k) {
if (!used.get(k)) {
latin.get(n - 1).set(j, k);
break;
}
}
}
printSquare(latin);
}
public static void main(String[] args) {
latinSquare(5);
latinSquare(5);
latinSquare(10);
}
}
- Output:
[1, 3, 4, 0, 2] [4, 0, 2, 1, 3] [0, 2, 1, 3, 4] [2, 1, 3, 4, 0] [3, 4, 0, 2, 1] [4, 2, 1, 3, 0] [2, 1, 3, 0, 4] [0, 3, 2, 4, 1] [3, 4, 0, 1, 2] [1, 0, 4, 2, 3] [8, 7, 9, 0, 1, 2, 6, 5, 4, 3] [4, 6, 3, 8, 0, 5, 2, 9, 1, 7] [2, 1, 0, 4, 8, 9, 7, 3, 5, 6] [6, 4, 8, 1, 9, 7, 3, 0, 2, 5] [7, 9, 2, 6, 5, 3, 4, 8, 0, 1] [9, 5, 1, 3, 2, 6, 8, 4, 7, 0] [5, 0, 4, 9, 6, 8, 1, 7, 3, 2] [3, 8, 5, 2, 7, 1, 0, 6, 9, 4] [1, 3, 6, 7, 4, 0, 5, 2, 8, 9] [0, 2, 7, 5, 3, 4, 9, 1, 6, 8]
JavaScript[edit]
class Latin {
constructor(size = 3) {
this.size = size;
this.mst = [...Array(this.size)].map((v, i) => i + 1);
this.square = Array(this.size).fill(0).map(() => Array(this.size).fill(0));
if (this.create(0, 0)) {
console.table(this.square);
}
}
create(c, r) {
const d = [...this.mst];
let s;
while (true) {
do {
s = d.splice(Math.floor(Math.random() * d.length), 1)[0];
if (!s) return false;
} while (this.check(s, c, r));
this.square[c][r] = s;
if (++c >= this.size) {
c = 0;
if (++r >= this.size) {
return true;
}
}
if (this.create(c, r)) return true;
if (--c < 0) {
c = this.size - 1;
if (--r < 0) {
return false;
}
}
}
}
check(d, c, r) {
for (let a = 0; a < this.size; a++) {
if (c - a > -1) {
if (this.square[c - a][r] === d)
return true;
}
if (r - a > -1) {
if (this.square[c][r - a] === d)
return true;
}
}
return false;
}
}
new Latin(5);
- Output:
3 5 4 1 2 4 3 1 2 5 1 2 3 5 4 5 1 2 4 3 2 4 5 3 1 4 5 1 3 2 3 1 4 2 5 5 4 2 1 3 1 2 3 5 4 2 3 5 4 1
Julia[edit]
Using the Python algorithm as described in the discussion section.
using Random
shufflerows(mat) = mat[shuffle(1:end), :]
shufflecols(mat) = mat[:, shuffle(1:end)]
function addatdiagonal(mat)
n = size(mat)[1] + 1
newmat = similar(mat, size(mat) .+ 1)
for j in 1:n, i in 1:n
newmat[i, j] = (i == n && j < n) ? mat[1, j] : (i == j) ? n - 1 :
(i < j) ? mat[i, j - 1] : mat[i, j]
end
newmat
end
function makelatinsquare(N)
mat = [0 1; 1 0]
for i in 3:N
mat = addatdiagonal(mat)
end
shufflecols(shufflerows(mat))
end
function printlatinsquare(N)
mat = makelatinsquare(N)
for i in 1:N, j in 1:N
print(rpad(mat[i, j], 3), j == N ? "\n" : "")
end
end
printlatinsquare(5), println("\n"), printlatinsquare(5)
- Output:
1 3 0 4 2 3 0 4 2 1 0 4 2 1 3 2 1 3 0 4 4 2 1 3 0 2 0 1 3 4 4 3 2 1 0 3 2 0 4 1 1 4 3 0 2 0 1 4 2 3
Kotlin[edit]
typealias matrix = MutableList<MutableList<Int>>
fun printSquare(latin: matrix) {
for (row in latin) {
println(row)
}
println()
}
fun latinSquare(n: Int) {
if (n <= 0) {
println("[]")
return
}
val latin = MutableList(n) { MutableList(n) { it } }
// first row
latin[0].shuffle()
// middle row(s)
for (i in 1 until n - 1) {
var shuffled = false
shuffling@
while (!shuffled) {
latin[i].shuffle()
for (k in 0 until i) {
for (j in 0 until n) {
if (latin[k][j] == latin[i][j]) {
continue@shuffling
}
}
}
shuffled = true
}
}
// last row
for (j in 0 until n) {
val used = MutableList(n) { false }
for (i in 0 until n - 1) {
used[latin[i][j]] = true
}
for (k in 0 until n) {
if (!used[k]) {
latin[n - 1][j] = k
break
}
}
}
printSquare(latin)
}
fun main() {
latinSquare(5)
latinSquare(5)
latinSquare(10) // for good measure
}
- Output:
[4, 1, 2, 3, 0] [1, 3, 0, 2, 4] [3, 2, 4, 0, 1] [0, 4, 3, 1, 2] [2, 0, 1, 4, 3] [2, 0, 3, 1, 4] [0, 4, 1, 3, 2] [1, 3, 2, 4, 0] [3, 2, 4, 0, 1] [4, 1, 0, 2, 3] [7, 8, 4, 6, 5, 2, 9, 3, 1, 0] [1, 5, 8, 2, 3, 0, 7, 9, 4, 6] [6, 9, 5, 8, 7, 1, 3, 4, 0, 2] [0, 6, 9, 4, 8, 3, 1, 2, 7, 5] [4, 1, 3, 0, 6, 5, 8, 7, 2, 9] [5, 0, 1, 7, 9, 4, 2, 6, 3, 8] [2, 3, 6, 9, 4, 7, 0, 8, 5, 1] [3, 7, 2, 5, 0, 9, 6, 1, 8, 4] [8, 2, 0, 3, 1, 6, 4, 5, 9, 7] [9, 4, 7, 1, 2, 8, 5, 0, 6, 3]
M2000 Interpreter[edit]
Easy Way[edit]
One row shuffled to be used as the destination row. One more shuffled and then n times rotated by one and stored to array
for 40x40 need 2~3 sec, including displaying to screen
We use the stack of values, a linked list, for pushing to top (Push) or to bottom (Data), and we can pop from top using Number or by using Read A to read A from stack. Also we can shift from a chosen position to top using Shift, or using shiftback to move an item from top to chosen position. So we shuffle items by shifting them.
Module FastLatinSquare {
n=5
For k=1 To 2
latin()
Next
n=40
latin()
Sub latin()
Local i,a, a(1 To n), b, k
Profiler
flush
Print "latin square ";n;" by ";n
For i=1 To n
Push i
Next i
For i=1 To n div 2
Shiftback random(2, n)
Next i
a=[]
Push ! stack(a)
a=array(a) ' change a from stack to array
For i=1 To n*10
Shiftback random(2, n)
Next i
For i=0 To n-1
Data number ' rotate by one the stack items
b=[] ' move stack To b, leave empty stack
a(a#val(i))=b
Push ! stack(b) ' Push from a copy of b all items To stack
Next i
flush
For k=1 To n div 2
z=random(2, n)
For i=1 To n
a=a(i)
stack a {
shift z
}
Next
Next
For i=1 To n
a=a(i)
a(i)=array(a) ' change To array from stack
Next i
For i=1 To n
Print a(i)
Next i
Print TimeCount
End Sub
}
FastLatinSquare
Hard Way[edit]
for 5x5 need some miliseconds
for 16X16 need 56 seconds
for 20X20 need 22 min (as for 9.8 version)
Module LatinSquare (n, z=1, f$="latin.dat", NewFile As Boolean=False) {
If Not Exist(f$) Or NewFile Then
Open f$ For Wide Output As f
Else
Open f$ For Wide Append As f
End If
ArrayToString=Lambda -> {
Shift 2 ' swap two top values in stack
Push Letter$+Str$(Number)
}
Dim line(1 to n)
flush ' erase current stack of value
z=if(z<1->1, z)
newColumn()
For j=1 To z
Profiler
ResetColumns()
For i=1 To n
placeColumn()
Next
Print "A latin square of ";n;" by ";n
For i=1 To n
Print line(i)
Print #f, line(i)#Fold$(ArrayToString)
Next
Print TimeCount
Refresh
Next
close #f
Flush ' empty stack again
End
Sub ResetColumns()
Local i
For i=1 To n:line(i)=(,):Next
End Sub
Sub newColumn()
Local i
For i=1 To n : Push i: Next
End Sub
Sub shuffle()
Local i
For i=1 To n div 2: Shift Random(2, n): Next
End Sub
Sub shuffleLocal(x)
If Stack.size<=x Then Exit Sub
Shift Random(x+1, Stack.size)
Shiftback x
End Sub
Sub PlaceColumn()
Local i, a, b, k
shuffle()
Do
data number ' rotate one position
k=0
For i=1 To n
a=line(i) ' get the pointer
Do
If a#Pos(Stackitem(i))=-1 Then k=0 :Exit Do
shuffleLocal(i)
k++
Until k>Stack.size-i
If k>0 Then Exit For
Next
Until k=0
For i=1 To n
a=line(i)
Append a, (Stackitem(i),)
Next
End Sub
}
Form 100,50
LatinSquare 5, 2, True
LatinSquare 16
- Output:
A latin square of 5 by 5 4 5 3 1 2 5 4 2 3 1 2 1 5 4 3 1 3 4 2 5 3 2 1 5 4 A latin square of 5 by 5 4 3 5 1 2 2 4 3 5 1 1 2 4 3 5 5 1 2 4 3 3 5 1 2 4 A latin square of 16 by 16 12 14 5 16 1 2 7 15 9 11 10 8 13 3 6 4 3 13 16 12 7 4 1 11 5 6 15 2 8 14 10 9 13 2 8 3 4 12 5 9 14 7 16 10 6 1 15 11 8 3 13 9 2 10 16 1 15 14 5 4 11 7 12 6 4 12 2 7 5 3 6 10 1 9 11 16 14 8 13 15 16 8 3 4 14 6 13 7 11 10 9 15 1 12 2 5 15 4 14 1 16 8 2 13 6 12 7 9 10 11 5 3 11 16 12 10 15 9 4 5 7 1 8 6 3 13 14 2 10 15 4 5 12 16 3 6 8 13 1 11 7 2 9 14 9 11 15 8 3 1 14 12 13 4 6 5 2 16 7 10 7 10 11 13 9 14 15 4 3 5 2 12 16 6 1 8 6 7 10 2 8 13 9 16 12 15 14 3 5 4 11 1 5 6 1 14 13 11 8 2 10 3 12 7 15 9 4 16 2 5 6 15 11 7 12 14 4 8 3 1 9 10 16 13 1 9 7 11 6 15 10 8 2 16 13 14 4 5 3 12 14 1 9 6 10 5 11 3 16 2 4 13 12 15 8 7
Mathematica/Wolfram Language[edit]
Clear[RandomLatinSquare]
RandomLatinSquare[n_] := Module[{out, ord},
out = Table[RotateLeft[Range[n], i], {i, n}];
out = RandomSample[out];
ord = RandomSample[Range[n]];
out = out[[All, ord]];
out
]
RandomLatinSquare[5] // Grid
- Output:
5 2 4 1 3 2 4 1 3 5 4 1 3 5 2 3 5 2 4 1 1 3 5 2 4
Nim[edit]
Not a straight translation of Kotlin version. There are many differences but the algorithm is the same.
Starting at n = 11, the execution time will be very variable as the program proceeds by trial and error. At least, the algorithm will be able to produce all the possible Latin squares but not in a uniform way.
import random, sequtils, strutils
type LatinSquare = seq[seq[char]]
proc get[T](s: set[T]): T =
## Return the first element of a set.
for n in s:
return n
proc letterAt(n: Natural): char {.inline.} = chr(ord('A') - 1 + n)
proc latinSquare(n: Positive): LatinSquare =
result = newSeqWith(n, toSeq(letterAt(1)..letterAt(n)))
result[0].shuffle()
for row in 1..(n - 2):
var ok = false
while not ok:
block shuffling:
result[row].shuffle()
for prev in 0..<row:
for col in 0..<n:
if result[row][col] == result[prev][col]:
break shuffling
ok = true
for col in 0..<n:
var s = {letterAt(1)..letterAt(n)}
for row in 0..(n - 2):
s.excl result[row][col]
result[^1][col] = s.get()
proc `$`(s: LatinSquare): string =
let n = s.len
for row in 0..<n:
result.add s[row].join(" ") & '\n'
randomize()
echo latinSquare(5)
echo latinSquare(5)
echo latinSquare(10)
- Output:
D A C E B A D B C E B E D A C E C A B D C B E D A E C D A B B A C E D C B A D E A D E B C D E B C A D I J B H F G E A C H E C G A I F D B J I J G A F E C B D H C D H J E A I G F B G B A F I H E C J D B F D E J C H I G A F C B H D G A J I E A H E I B D J F C G J A I C G B D H E F E G F D C J B A H I
Perl[edit]
use strict;
use warnings;
use feature 'say';
use List::Util 'shuffle';
sub random_ls {
my($n) = @_;
my(@cols,@symbols,@ls_sym);
# build n-sized latin square
my @ls = [0,];
for my $i (1..$n-1) {
@{$ls[$i]} = @{$ls[0]};
splice(@{$ls[$_]}, $_, 0, $i) for 0..$i;
}
# shuffle rows and columns
@cols = shuffle 0..$n-1;
@ls = map [ @{$_}[@cols] ], @ls[shuffle 0..$n-1];
# replace numbers with symbols
@symbols = shuffle( ('A'..'Z')[0..$n-1] );
push @ls_sym, [@symbols[@$_]] for @ls;
@ls_sym
}
sub display {
my $str;
$str .= join(' ', @$_) . "\n" for @_;
$str
}
say display random_ls($_) for 2..5, 5;
- Output:
B A A B A B C B C A C A B A B D C B D C A C A B D D C A B C E A B D E A D C B B C E D A D B C A E A D B E C E D C B A C E B A D A B D E C B C A D E D A E C B
Phix[edit]
Brute force, begins to struggle above 42.
with javascript_semantics string aleph = "123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz" function ls(integer n) if n>length(aleph) then ?9/0 end if -- too big... atom t1 = time()+1 sequence tn = tagset(n), -- {1..n} vcs = repeat(tn,n), -- valid for cols res = {} integer clashes = 0 while length(res)<n do sequence rn = {}, -- next row vr = tagset(n), -- valid for row (ie all) vc = deep_copy(vcs) -- copy (in case of clash) bool clash = false for c=1 to n do sequence v = {} for k=1 to n do -- collect all still valid options if vr[k] and vc[c][k] then v &= k end if end for if v={} then clash = true exit end if integer z = v[rand(length(v))] rn &= z vr[z] = 0 -- no longer valid vc[c][z] = 0 -- "" end for if not clash then res = append(res,rn) vcs = vc else clashes += 1 if time()>t1 then printf(1,"rows completed:%d/%d, clashes:%d\n", {length(res),n,clashes}) t1 = time()+1 end if end if end while for i=1 to n do string line = "" for j=1 to n do line &= aleph[res[i][j]] end for res[i] = line end for return res end function procedure latin_square(integer n) atom t0 = time() string res = join(ls(n),"\n"), e = elapsed(time()-t0) printf(1,"Latin square of order %d (%s):\n%s\n",{n,e,res}) end procedure latin_square(3) latin_square(5) latin_square(5) latin_square(10) if platform()!=JS then latin_square(42) end if
- Output:
Latin square of order 3 (0s): 231 123 312 Latin square of order 5 (0s): 15423 53142 24315 42531 31254 Latin square of order 5 (0s): 32514 21453 43125 15342 54231 Latin square of order 10 (0s): 3258A69417 9314275A86 586312479A 19A2753864 61294873A5 267194A538 473A618952 85973A6241 7A45831629 A486592173 rows completed:40/42, clashes:49854 rows completed:40/42, clashes:104051 Latin square of order 42 (2.1s): 5CMOgPTHbDBKGLU9d1aIREFNV8cQYeZ62AJXW3Sf74 VQEaBOIL2GefUYXbZWKP5cRDd3C4HS89MF7Jg6A1NT LIRc1AXPWKJH4bTNFC2VS935g6ZEDfaeOGdYQ8B7MU QPZ1LcN8O4I96dKRATfEWHaJUSM5e37GXBbDYFCV2g ATIZD2VY8gGRNHBO6P35QaEM1fS79dKFbCX4JWcUeL eE9Q7CJZ3VP254YMLHGOIBcdf1AbgXFKUR8WaTDNS6 7FfJdWGg4ZDC1UaVIcH9A5XLSb63MBTNPOQEKe2Y8R DMa53QWdB9bPSeEZJg6GK2A7YR1C4VLcIXTUFO8HfN G8d2eaARUPNEI6HCKQZSO4b1BM5g3L9VcTYFfXWJD7 9OHSGIRDEMf3YKb2cU1WVdNeTL8XA64gQPC57JZaBF 634YR52FINaeDQPKCXBAEZ8S7dgUG9OHJcfLMVTWb1 aVgXP7EO5f8JdFQ1RY9BHW42eTNGSUb3LMKZIC6AcD YBWLbFUAP1T8JSZ6N2gMeIQfHc3DC75d9EVOG4aKRX TXUBHe62JSCNA7WPfGLdYbOc9VRZ1IgD3aMQ5KEF48 dU1IS9D362V5cR8WTZCKfNPYA4OebQXJ7HBMLEFGga 3aDTUf5SCY6g8GOJbVIHZ1KWMNXBFPd7AQRc924LEe 1e2bJBHUDa9dTCRLYAWNXOMZFIK6QgfPE5S38G74Vc F786NJP1Gb4BLXVdUaAfcTgQC2eWKHYZ53D9ERISOM U1cRQGOeFBXWag6IPdVJ2Mf8L7YSNCHETK4bDZ539A 2DbgW6MfVAQY9acUX35ZNRBPIOJL81CSe4EHd7GTFK 8bNE2U7XTWHVBZJ5QMcePY9g6Ad1OaIf4DFKRSLC3G g5L8AbKN7JF6MD1SBEQU3fTXWHVdR2P4ZY9aCceIGO W2K9FHa5dT1OZ8C3gLScGVI4JB7YPDUbfe6RNAXMQE X6QdY49JZ7E1fB5THFD2MeGAPaI8VRSWNgUCcLbOK3 EASPTVLWRe7I35Mc24FX9gHO8KbJdN1aB6GfZQUDCY cSFM9ECbY65DW3GA17RTBQUVOg4K2ZNXadLPeIH8Jf O9GFf8QEXdAMVN47SRUD13ZB5PH26cWTCJaebYKgLI RcJUI319KFMXH2fea8dCL6WTG5EO74DYSNZAVgQBPb M4CHOZdIQUgGE9DB7KJaTLeF2WfN5A38V1c6XbPRYS IJBCad3cSQ27OEegM6XFb8LK4YDfTWGR1ZHNA59PUV SRXA4D8GeHUQ7c2aVbNgJP1E3FTILOMBKf5d69YZWC fNAeKMS7gR34bWIF5BEYDX69QCUTaGV28LO1HdJcZP PfOD6SeKaXcF2Id4W9bQCU73RZLMBYA5g81GTNVEHJ JZ5VMTcQfLRaP1SG8DOb4CYHNEFAXKeIW7g2BU36d9 4HVNEgbTLcKUCA7Y95eRFGJIaXBPZ8QMDW3SO1fd62 bgT7VKfBH5dLQJ3E4N86aSCRZUGFcM21Y9eIPDOXAW CW3fXRg6NOSTKV9HEJYL8D5GbQPcIFBUd2A74M1eaZ KGY3ZX4CA8OcFPNfeSM17JDbE92aW56LRVIgUHdQTB NYP4C1ZM9EWSROLDGI786KVaXeQHfJcAFU2T3Bgb5d HdeGcYB413LZgTFQDfP7UASCKJWVEbRO6IN82aM9X5 BK7W8LYacIZAeMgX3OT4dF26DG9RUEJCHbPVSfN51Q ZL6K5NFVMCYbXfA8Oe43g7dUcDa9JTEQGSWB1PR2IH
Python[edit]
from random import choice, shuffle
from copy import deepcopy
def rls(n):
if n <= 0:
return []
else:
symbols = list(range(n))
square = _rls(symbols)
return _shuffle_transpose_shuffle(square)
def _shuffle_transpose_shuffle(matrix):
square = deepcopy(matrix)
shuffle(square)
trans = list(zip(*square))
shuffle(trans)
return trans
def _rls(symbols):
n = len(symbols)
if n == 1:
return [symbols]
else:
sym = choice(symbols)
symbols.remove(sym)
square = _rls(symbols)
square.append(square[0].copy())
for i in range(n):
square[i].insert(i, sym)
return square
def _to_text(square):
if square:
width = max(len(str(sym)) for row in square for sym in row)
txt = '\n'.join(' '.join(f"{sym:>{width}}" for sym in row)
for row in square)
else:
txt = ''
return txt
def _check(square):
transpose = list(zip(*square))
assert _check_rows(square) and _check_rows(transpose), \
"Not a Latin square"
def _check_rows(square):
if not square:
return True
set_row0 = set(square[0])
return all(len(row) == len(set(row)) and set(row) == set_row0
for row in square)
if __name__ == '__main__':
for i in [3, 3, 5, 5, 12]:
square = rls(i)
print(_to_text(square))
_check(square)
print()
- Output:
2 1 0 0 2 1 1 0 2 1 0 2 0 2 1 2 1 0 1 0 3 2 4 3 4 2 0 1 4 2 1 3 0 2 1 0 4 3 0 3 4 1 2 2 1 0 4 3 0 4 3 2 1 3 2 1 0 4 4 3 2 1 0 1 0 4 3 2 6 2 4 8 11 9 3 1 7 0 5 10 1 11 5 2 8 6 0 9 4 10 7 3 2 7 10 5 4 8 9 11 0 6 3 1 8 5 0 4 7 11 1 2 3 9 10 6 11 4 3 7 5 2 6 8 10 1 0 9 10 1 8 6 9 0 7 3 11 4 2 5 7 0 1 3 10 5 8 4 6 2 9 11 9 8 7 11 2 1 10 6 5 3 4 0 3 9 2 1 6 10 4 0 8 5 11 7 5 3 6 10 0 4 11 7 9 8 1 2 4 10 9 0 3 7 2 5 1 11 6 8 0 6 11 9 1 3 5 10 2 7 8 4
Raku[edit]
(formerly Perl 6)
sub latin-square { [[0],] };
sub random ( @ls, :$size = 5 ) {
# Build
for 1 ..^ $size -> $i {
@ls[$i] = @ls[0].clone;
@ls[$_].splice($_, 0, $i) for 0 .. $i;
}
# Shuffle
@ls = @ls[^$size .pick(*)];
my @cols = ^$size .pick(*);
@ls[$_] = @ls[$_][@cols] for ^@ls;
# Some random Latin glyphs
my @symbols = ('A' .. 'Z').pick($size);
@ls.deepmap: { $_ = @symbols[$_] };
}
sub display ( @array ) { $_.fmt("%2s ").put for |@array, '' }
# The Task
# Default size 5
display random latin-square;
# Specified size
display random :size($_), latin-square for 5, 3, 9;
# Or, if you'd prefer:
display random latin-square, :size($_) for 12, 2, 1;
- Sample output:
V Z M J U Z M U V J U J V M Z J V Z U M M U J Z V B H K U D H D U B K K U H D B U B D K H D K B H U I P Y P Y I Y I P Y J K E Z B I W H E Y B W K H J Z I B K Y H J E Z I W I H W J E Z B Y K J I Z Y W K H E B W E H Z B I Y K J H B E I Y W K J Z K Z J B I Y W H E Z W I K H J E B Y L Q E M A T Z C N Y R D Q R Y L N D C E M T A Z E Y M C D Q A N Z L T R M L C N R Y D Z A E Q T N M Z A Q E T D R C L Y T D Q Y C A M L E R Z N R A T Q M Z E Y L D N C D Z R T E N L Q Y A C M Y T L E Z R N M C Q D A A N D R L C Y T Q Z M E Z C A D Y M Q R T N E L C E N Z T L R A D M Y Q Y G G Y I
REXX[edit]
This REXX version produces a randomized Latin square similar to the Julia program.
The symbols could be any characters (except those that contain a blank), but the numbers from 0 ──► N-1 are used.
/*REXX program generates and displays a randomized Latin square. */
parse arg N seed . /*obtain the optional argument from CL.*/
if N=='' | N=="," then N= 5 /*Not specified? Then use the default.*/
if datatype(seed, 'W') then call random ,,seed /*Seed numeric? Then use it for seed.*/
w= length(N - 1) /*get the length of the largest number.*/
$= /*initialize $ string to null. */
do i=0 for N; $= $ right(i, w, '_') /*build a string of numbers (from zero)*/
end /*i*/ /* [↑] $ string is (so far) in order.*/
z= /*Z: will be the 1st row of the square*/
do N; ?= random(1,words($)) /*gen a random number from the $ string*/
z= z word($, ?); $= delword($, ?, 1) /*add the number to string; del from $.*/
end /*r*/
zz= z||z /*build a double-length string of Z. */
do j=1 for N /* [↓] display rows of random Latin sq*/
say translate(subword(zz, j, N), , '_') /*translate leading underbar to blank. */
end /*j*/ /*stick a fork in it, we're all done. */
- output for 1st run when using the default inputs:
4 1 3 0 2 1 3 0 2 4 3 0 2 4 1 0 2 4 1 3 2 4 1 3 0
- output for 2nd run when using the default inputs:
2 1 0 4 3 1 0 4 3 2 0 4 3 2 1 4 3 2 1 0 3 2 1 0 4
Ring[edit]
load "stdlib.ring"
load "guilib.ring"
###====================================================================================
size = 10
time1 = 0
bwidth = 0
bheight = 0
a2DSquare = newlist(size,size)
a2DFinal = newlist(size,size)
aList = 1:size
aList2 = RandomList(aList)
GenerateRows(aList2)
ShuffleCols(a2DSquare, a2DFinal)
C_SPACING = 1
Button = newlist(size,size)
LayoutButtonRow = list(size)
C_ButtonOrangeStyle = 'border-radius:1x;color:black; background-color: orange'
###====================================================================================
MyApp = New qApp {
StyleFusion()
win = new qWidget() {
workHeight = win.height()
fontSize = 8 + (300/size)
wwidth = win.width()
wheight = win.height()
bwidth = wwidth/size
bheight = wheight/size
setwindowtitle("Random Latin Squares")
move(555,0)
setfixedsize(1000,1000)
myfilter = new qallevents(win)
myfilter.setResizeEvent("resizeBoard()")
installeventfilter(myfilter)
LayoutButtonMain = new QVBoxLayout() {
setSpacing(C_SPACING)
setContentsmargins(50,50,50,50)
}
LayoutButtonStart = new QHBoxLayout() {
setSpacing(C_SPACING)
setContentsmargins(0,0,0,0)
}
btnStart = new qPushButton(win) {
setFont(new qFont("Calibri",fontsize,2100,0))
resize(bwidth,bheight)
settext(" Start ")
setstylesheet(C_ButtonOrangeStyle)
setclickevent("gameSolution()")
}
sizeBtn = new qlabel(win)
{
setFont(new qFont("Calibri",fontsize,2100,0))
resize(bwidth,bheight)
setStyleSheet("background-color:rgb(255,255,204)")
setText(" Size: ")
}
lineSize = new qLineEdit(win)
{
setFont(new qFont("Calibri",fontsize,2100,0))
resize(bwidth,bheight)
setStyleSheet("background-color:rgb(255,255,204)")
setAlignment( Qt_AlignHCenter)
setAlignment( Qt_AlignVCenter)
setreturnPressedEvent("newBoardSize()")
setText(string(size))
}
btnExit = new qPushButton(win) {
setFont(new qFont("Calibri",fontsize,2100,0))
resize(bwidth,bheight)
settext(" Exit ")
setstylesheet(C_ButtonOrangeStyle)
setclickevent("pExit()")
}
LayoutButtonStart.AddWidget(btnStart)
LayoutButtonStart.AddWidget(sizeBtn)
LayoutButtonStart.AddWidget(lineSize)
LayoutButtonStart.AddWidget(btnExit)
LayoutButtonMain.AddLayout(LayoutButtonStart)
for Row = 1 to size
LayoutButtonRow[Row] = new QHBoxLayout() {
setSpacing(C_SPACING)
setContentsmargins(0,0,0,0)
}
for Col = 1 to size
Button[Row][Col] = new qlabel(win) {
setFont(new qFont("Calibri",fontsize,2100,0))
resize(bwidth,bheight)
}
LayoutButtonRow[Row].AddWidget(Button[Row][Col])
next
LayoutButtonMain.AddLayout(LayoutButtonRow[Row])
next
setLayout(LayoutButtonMain)
show()
}
exec()
}
###====================================================================================
func newBoardSize()
nrSize = number(lineSize.text())
if nrSize = 1
? "Enter: Size > 1"
return
ok
for Row = 1 to size
for Col = 1 to size
Button[Row][Col].settext("")
next
next
newWindow(nrSize)
###====================================================================================
func newWindow(newSize)
time1 = clock()
for Row = 1 to size
for Col = 1 to size
Button[Row][Col].delete()
next
next
size = newSize
bwidth = ceil((win.width() - 8) / size)
bheight = ceil((win.height() - 32) / size)
fontSize = 8 + (300/size)
if size > 16
fontSize = 8 + (150/size)
ok
if size < 8
fontSize = 30 + (150/size)
ok
if size = 2
fontSize = 10 + (100/size)
ok
btnStart.setFont(new qFont("Calibri",fontsize,2100,0))
sizeBtn.setFont(new qFont("Calibri",fontsize,2100,0))
lineSize.setFont(new qFont("Calibri",fontsize,2100,0))
btnExit.setFont(new qFont("Calibri",fontsize,2100,0))
LayoutButtonStart = new QHBoxLayout() {
setSpacing(C_SPACING)
setContentsmargins(0,0,0,0)
}
Button = newlist(size,size)
LayoutButtonRow = list(size)
for Row = 1 to size
LayoutButtonRow[Row] = new QHBoxLayout() {
setSpacing(C_SPACING)
setContentsmargins(0,0,0,0)
}
for Col = 1 to size
Button[Row][Col] = new qlabel(win) {
setFont(new qFont("Calibri",fontsize,2100,0))
resize(bwidth,bheight)
}
LayoutButtonRow[Row].AddWidget(Button[Row][Col])
next
LayoutButtonMain.AddLayout(LayoutButtonRow[Row])
next
win.setLayout(LayoutButtonMain)
return
###====================================================================================
func resizeBoard
bwidth = ceil((win.width() - 8) / size)
bheight = ceil((win.height() - 32) / size)
for Row = 1 to size
for Col = 1 to size
Button[Row][Col].resize(bwidth,bheight)
next
next
###====================================================================================
Func pExit
MyApp.quit()
###====================================================================================
func gameSolution()
a2DSquare = newlist(size,size)
a2DFinal = newlist(size,size)
aList = 1:size
aList2 = RandomList(aList)
GenerateRows(aList2)
ShuffleCols(a2DSquare, a2DFinal)
for nRow = 1 to size
for nCol = 1 to size
Button[nRow][nCol].settext("-")
next
next
for nRow = 1 to size
for nCol = 1 to size
Button[nRow][nCol].resize(bwidth,bheight)
Button[nRow][nCol].settext(string(a2DSquare[nRow][nCol]))
next
next
time2 = clock()
time3 = (time2 - time1)/1000
? "Elapsed time: " + time3 + " ms at size = " + size + nl
###====================================================================================
// Scramble the numbers in the List
// Uniq random picks, then shorten list by each pick
Func RandomList(aInput)
aOutput = []
while len(aInput) > 1
nIndex = random(len(aInput)-1)
nIndex++
aOutput + aInput[nIndex]
del(aInput,nIndex)
end
aOutput + aInput[1]
return aOutput
###====================================================================================
// Generate Rows of data. Put them in the 2DArray
Func GenerateRows(aInput)
aOutput = []
size = len(aInput)
shift = 1
for k = 1 to size // Make 8 Rows of lists
aOutput = []
for i = 1 to size // make a list
pick = i + shift // shift every Row by +1 more
if pick > size pick = pick - size ok
aOutput + aInput[pick]
next
a2DSquare[k] = aOutput // Row of Output to a2DSquare
shift++ // shift next line by +1 more
if shift > size shift = 1 ok
next
return
###====================================================================================
// Shift random Rows into a2DFinal, then random Cols
Func ShuffleCols(a2DSquare, a2DFinal)
aSuffle = 1:size
aSuffle2 = RandomList(aSuffle) // Pick random Col to insert in a2DFinal
for i = 1 to size // Row
pick = aSuffle2[i]
for j = 1 to size // Col
a2DFinal[i][j] = a2DSquare[pick][j] // i-Row-Col j-Horz-Vert
next
next
a2DSquare = a2DFinal // Now do the verticals
aSuffle = 1:size
aSuffle2 = RandomList(aSuffle)
for i = 1 to size // Row
pick = aSuffle2[i]
for j = 1 to size // Col
a2DFinal[j][i] = a2DSquare[j][pick] //Reverse i-j , i-Row-Col j-Horz-Vert
next
next
return
###====================================================================================
Ruby[edit]
This crude algorithm works fine up to a square size of 10; higher values take too much time and memory. It creates an array of all possible permutations, picks a random one as first row an weeds out all permutations which cannot appear in the remaining square. Repeat picking and weeding until there is a square.
N = 5
def generate_square
perms = (1..N).to_a.permutation(N).to_a.shuffle
square = []
N.times do
square << perms.pop
perms.reject!{|perm| perm.zip(square.last).any?{|el1, el2| el1 == el2} }
end
square
end
def print_square(square)
cell_size = N.digits.size + 1
strings = square.map!{|row| row.map!{|el| el.to_s.rjust(cell_size)}.join }
puts strings, "\n"
end
2.times{print_square( generate_square)}
- Output:
3 4 2 1 5 2 3 4 5 1 1 2 5 3 4 5 1 3 4 2 4 5 1 2 31 2 5 4 3 2 3 4 1 5 5 4 2 3 1 3 5 1 2 4 4 1 3 5 2
Wren[edit]
Restarting Row method[edit]
import "random" for Random
var rand = Random.new()
var printSquare = Fn.new { |latin|
for (row in latin) System.print(row)
System.print()
}
var latinSquare = Fn.new { |n|
if (n <= 0) {
System.print("[]\n")
return
}
var latin = List.filled(n, null)
for (i in 0...n) {
latin[i] = List.filled(n, 0)
if (i == n - 1) break
for (j in 0...n) latin[i][j] = j
}
// first row
rand.shuffle(latin[0])
// middle row(s)
for (i in 1...n-1) {
var shuffled = false
while (!shuffled) {
rand.shuffle(latin[i])
var shuffling = false
for (k in 0...i) {
for (j in 0...n) {
if (latin[k][j] == latin[i][j]) {
shuffling = true
break
}
}
if (shuffling) break
}
if (!shuffling) shuffled = true
}
}
// last row
for (j in 0...n) {
var used = List.filled(n, false)
for (i in 0...n-1) used[latin[i][j]] = true
for (k in 0...n) {
if (!used[k]) {
latin[n-1][j] = k
break
}
}
}
printSquare.call(latin)
}
latinSquare.call(5)
latinSquare.call(5)
latinSquare.call(10) // for good measure
- Output:
Sample run:
[4, 1, 2, 0, 3] [3, 2, 0, 1, 4] [1, 0, 3, 4, 2] [0, 3, 4, 2, 1] [2, 4, 1, 3, 0] [1, 2, 0, 4, 3] [2, 4, 3, 0, 1] [4, 3, 1, 2, 0] [0, 1, 2, 3, 4] [3, 0, 4, 1, 2] [5, 3, 0, 6, 8, 2, 1, 7, 4, 9] [6, 5, 9, 8, 7, 1, 3, 4, 0, 2] [7, 6, 8, 4, 2, 0, 9, 1, 3, 5] [0, 1, 7, 2, 4, 6, 5, 8, 9, 3] [1, 0, 2, 3, 9, 5, 8, 6, 7, 4] [3, 7, 5, 0, 1, 9, 4, 2, 8, 6] [2, 4, 1, 5, 3, 8, 7, 9, 6, 0] [9, 2, 3, 7, 6, 4, 0, 5, 1, 8] [8, 9, 4, 1, 5, 3, 6, 0, 2, 7] [4, 8, 6, 9, 0, 7, 2, 3, 5, 1]
Latin Squares in Reduced Form method[edit]
import "random" for Random
import "/sort" for Sort
import "/fmt" for Fmt
import "/math" for Int
var rand = Random.new()
var counts = List.filled(4, 0)
var aa = List.filled(16, 0)
var testSquares = [
[0, 1, 2, 3, 1, 0, 3, 2, 2, 3, 0, 1, 3, 2, 1, 0],
[0, 1, 2, 3, 1, 0, 3, 2, 2, 3, 1, 0, 3, 2, 0, 1],
[0, 1, 2, 3, 1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2],
[0, 1, 2, 3, 1, 3, 0, 2, 2, 0, 3, 1, 3, 2, 1, 0]
]
// Checks whether two lists contain the same elements in the same order
var areSame = Fn.new { |l1, l2|
if (l1.count != l2.count) return false
for (i in 0...l1.count) {
if (l1[i] != l2[i]) return false
}
return true
}
// generate derangements of first n numbers, with 'start' in first place.
var dList = Fn.new { |n, start|
var r = []
start = start - 1 // use 0 basing
var a = List.filled(n, 0)
for (i in 0...n) a[i] = i
var t = a[0]
a[0] = start
a[start] = t
Sort.quick(a, 1, a.count-1, null)
var first = a[1]
var recurse // recursive closure permutes a[1..-1]
recurse = Fn.new { |last|
if (last == first) {
// bottom of recursion. you get here once for each permutation.
// test if permutation is deranged.
var j = 0 // j starts from 0, not 1
for (v in a.skip(1)) {
if (j+1 == v) return r // no, ignore it
j = j + 1
}
// yes, save a copy
var b = a.toList
for (i in 0...b.count) b[i] = b[i] + 1 // change back to 1 basing
r.add(b)
return r
}
var i = last
while (i >= 1) {
a.swap(i, last)
recurse.call(last - 1)
a.swap(i, last)
i = i - 1
}
}
recurse.call(n - 1)
return r
}
var copyMatrix = Fn.new { |m|
var le = m.count
var cpy = List.filled(le, null)
for (i in 0...le) cpy[i] = m[i].toList
return cpy
}
var reducedLatinSquares = Fn.new { |n|
var rls = []
if (n < 0) n = 0
var rlatin = List.filled(n, null)
for (i in 0...n) rlatin[i] = List.filled(n, 0)
if (n <= 1) {
rls.add(rlatin)
return rls
}
// first row
for (j in 0...n) rlatin[0][j] = j + 1
// recursive closure to compute reduced latin squares
var recurse
recurse = Fn.new { |i|
var rows = dList.call(n, i) // get derangements of first n numbers, with 'i' first.
for (r in 0...rows.count) {
var outer = false
rlatin[i-1] = rows[r].toList
for (k in 0...i-1) {
for (j in 1...n) {
if (rlatin[k][j] == rlatin[i-1][j]) {
if (r < rows.count-1) {
outer = true
break
} else if (i > 2) {
return
}
}
}
if (outer) break
}
if (outer) continue
if (i < n) {
recurse.call(i + 1)
} else {
var rl = copyMatrix.call(rlatin)
rls.add(rl)
}
}
return
}
// remaining rows
recurse.call(2)
return rls
}
var printSquare = Fn.new { |latin, n|
for (i in 0...n) {
for (j in 0...n) Fmt.write("$d ", latin[i][j]-1)
System.print()
}
System.print()
}
// generate permutations of first n numbers, starting from 0.
var pList = Fn.new { |n|
var fact = Int.factorial(n)
var perms = List.filled(fact, null)
var a = List.filled(n, 0)
for (i in 0...n) a[i] = i
var t = a.toList
perms[0] = t
n = n - 1
for (c in 1...fact) {
var i = n - 1
var j = n
while (a[i] > a[i+1]) i = i - 1
while (a[j] < a[i]) j = j - 1
a.swap(i, j)
j = n
i = i + 1
while (i < j) {
a.swap(i, j)
i = i + 1
j = j - 1
}
var t = a.toList
t.add(0)
perms[c] = t
}
return perms
}
var generateLatinSquares = Fn.new { |n, tests, echo|
var rls = reducedLatinSquares.call(n)
var perms = pList.call(n)
var perms2 = pList.call(n - 1)
for (test in 0...tests) {
var rn = rand.int(rls.count)
var rl = rls[rn] // select reduced random square at random
rn = rand.int(perms.count)
var rp = perms[rn] // select a random permuation of 'rl's columns
// permute columns
var t = List.filled(n, null)
for (i in 0...n) {
t[i] = List.filled(n, 0)
for (j in 0...n) t[i][j] = rl[i][rp[j]]
}
rn = rand.int(perms2.count)
rp = perms2[rn] // select a random permutation of 't's rows 2 to n
// permute rows 2 to n
var u = List.filled(n, null)
for (i in 0...n) {
u[i] = List.filled(n, 0)
for (j in 0...n) {
if (i == 0) {
u[i][j] = t[i][j]
} else {
u[i][j] = t[rp[i-1]+1][j]
}
}
}
if (test < echo) printSquare.call(u, n)
if (n == 4) {
for (i in 0..3) {
for (j in 0..3) u[i][j] = u[i][j] - 1
}
for (i in 0..3) {
for (j in 4*i...4*i+4) {
aa[j] = u[i][j - 4*i]
}
}
for (i in 0..3) {
if (areSame.call(testSquares[i], aa)) {
counts[i] = counts[i] + 1
break
}
}
}
}
}
System.print("Two randomly generated latin squares of order 5 are:\n")
generateLatinSquares.call(5, 2, 2)
System.print("Out of 1,000,000 randomly generated latin squares of order 4, ")
System.print("of which there are 576 instances ( => expected 1736 per instance),")
System.print("the following squares occurred the number of times shown:\n")
generateLatinSquares.call(4, 1e6, 0)
for (i in 0..3) System.print("%(testSquares[i]) : %(counts[i])")
System.print("\nA randomly generated latin square of order 6 is:\n")
generateLatinSquares.call(6, 1, 1)
- Output:
Sample run:
Two randomly generated latin squares of order 5 are: 1 3 2 4 0 0 1 3 2 4 2 4 1 0 3 3 0 4 1 2 4 2 0 3 1 0 2 3 4 1 3 1 4 2 0 4 0 2 1 3 1 4 0 3 2 2 3 1 0 4 Out of 1,000,000 randomly generated latin squares of order 4, of which there are 576 instances ( => expected 1736 per instance), the following squares occurred the number of times shown: [0, 1, 2, 3, 1, 0, 3, 2, 2, 3, 0, 1, 3, 2, 1, 0] : 1749 [0, 1, 2, 3, 1, 0, 3, 2, 2, 3, 1, 0, 3, 2, 0, 1] : 1686 [0, 1, 2, 3, 1, 2, 3, 0, 2, 3, 0, 1, 3, 0, 1, 2] : 1702 [0, 1, 2, 3, 1, 3, 0, 2, 2, 0, 3, 1, 3, 2, 1, 0] : 1764 A randomly generated latin square of order 6 is: 4 5 2 0 1 3 1 4 5 3 0 2 3 0 4 5 2 1 2 1 3 4 5 0 5 2 0 1 3 4 0 3 1 2 4 5
zkl[edit]
fcn randomLatinSquare(n,symbols=[1..]){ //--> list of lists
if(n<=0) return(T);
square,syms := List(), symbols.walker().walk(n);
do(n){ syms=syms.copy(); square.append(syms.append(syms.pop(0))) }
// shuffle rows, transpose & shuffle columns
T.zip(square.shuffle().xplode()).shuffle();
}
fcn rls2String(square){ square.apply("concat"," ").concat("\n") }
foreach n in (T(1,2,5)){ randomLatinSquare(n) : rls2String(_).println("\n") }
randomLatinSquare(5, ["A".."Z"]) : rls2String(_).println("\n");
randomLatinSquare(10,"[email protected]#$%^&*()") : rls2String(_).println("\n");
- Output:
1 1 2 2 1 3 1 4 5 2 4 2 5 1 3 1 4 2 3 5 5 3 1 2 4 2 5 3 4 1 E D A B C D C E A B B A C D E A E B C D C B D E A & % # ! * @ ) $ ( ^ @ ) * ^ # & % ( $ ! ( & % # ) $ @ ^ ! * ! ( & % @ ^ $ * # ) % # ! ( ^ ) * @ & $ ^ $ @ ) & ! ( # * % # ! ( & $ * ^ ) % @ $ @ ) * % ( & ! ^ # ) * ^ $ ! % # & @ ( * ^ $ @ ( # ! % ) &
