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Latin Squares

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Latin squares are combinatorial designs consisting of an n x n array filled with n different symbols, each occurring exactly once in each row and column. They are used in statistical design of experiments, particularly in controlling for two blocking factors.
lightbulbAbout this topic
Latin squares are combinatorial designs consisting of an n x n array filled with n different symbols, each occurring exactly once in each row and column. They are used in statistical design of experiments, particularly in controlling for two blocking factors.

Key research themes

1. How can Mutually Orthogonal Latin Squares (MOLS) be constructed and characterized via algebraic structures such as cellular automata and finite fields?

This theme investigates novel algebraic and combinatorial constructions of MOLS, focusing on linear cellular automata over finite fields and connections to irreducible polynomials. The goal is to characterize when Latin squares generated by algebraic means are orthogonal and to enumerate maximal sets of MOLS for given orders, which is fundamentally important for design theory and related applications in cryptography and coding theory.

Key finding: This paper establishes that Latin squares induced by two Linear Bipermutive Cellular Automata (LBCA) over a finite field F_q are orthogonal if and only if the polynomials associated with their local rules are coprime. It... Read more
Key finding: The authors prove the existence of four mutually orthogonal Latin squares (MOLS) of order 48, achieving explicit constructive lower bounds for N(v), the maximum number of MOLS of order v, for v < 10,000. This contributes... Read more
Key finding: This study calculates the exact number of reduced complete sets of MOLS of order q, where q = p^d is a prime power, corresponding to Desarguesian projective planes PG(2,q). It links the number of such MOLS sets to... Read more

2. What are the algorithmic and combinatorial methods for generation and random sampling of Latin squares and related designs such as Sudoku?

This theme addresses the development and implementation of efficient algorithms for generating random Latin squares and Sudoku puzzles, focusing on achieving uniform distribution. It involves graphical representations such as incidence cubes, Markov chain Monte Carlo techniques like ±1-moves, and interpretations of Latin squares as maximum cliques in graphs, enabling both enumeration and random sampling. These techniques are essential for applications requiring randomized combinatorial designs, including cryptography, statistical experiments, and recreational mathematics.

Key finding: This work implements the Jacobson and Matthews algorithm for uniformly random generation of Latin squares (specifically order 256), using ±1-moves on incidence cubes — 3D binary arrays encoding symbol placements. The... Read more
Key finding: This paper establishes that Latin squares and Sudoku designs correspond to maximum cliques of suitably constructed graphs and leverages this equivalence to create an algorithm for uniform random sampling of these designs. The... Read more
Key finding: The authors provide algorithmic procedures to verify if a matrix is a Latin square and enumerative algorithms to generate all Latin squares with first row and column fixed. They analyze the combinatorial explosion in numbers... Read more

3. How do combinatorial structures such as Latin squares connect to deep algebraic and number-theoretical results, including classical theorems and orbit theory?

This research area explores the fundamental links between Latin squares, number theory, and algebraic structures through combinatorial representation. It includes identifying Latin square identities corresponding to classical sums-of-squares theorems, characterizing prime numbers through orbit structures related to Latin squares, and reflecting on the historical and philosophical significance of these connections. Understanding these links informs both pure mathematics and applied combinatorics, enriching the conceptual framework of Latin squares.

Key finding: By establishing a one-to-one correspondence between n-square identities and special types of Latin squares, this paper provides a combinatorial proof of Hurwitz's theorem on sums of squares. This proof uniquely avoids heavy... Read more
Key finding: This work formulates Orbit Theory of natural numbers by interpreting numbers via sequences determined by arithmetic progressions modulo n, relating these to Latin square structures with properties such as mirror symmetries... Read more
Key finding: The entry provides an extensive overview of Latin square properties, equivalence classes, and applications, highlighting their role as multiplication tables of quasigroups and their deep algebraic connections. It elaborates... Read more

All papers in Latin Squares

A Sudoku grid is a constrained Latin square. In this paper a reduced Sudoku grid is described, the properties of which differ, through necessity, from that of a reduced Latin square. The Sudoku symmetry group is presented and applied to... more
A Sudoku grid is a 9 × 9 Latin square further constrained to have nine non-overlapping 3 × 3 mini-grids each of which contains the values 1-9. In ∆-Quasi-Magic Sudoku a further constraint is imposed such that every row, column and... more
In , the author provided a Gray code for the set of n-length permutations with a given number of left-to-right minima in inversion array representation. In this paper, we give the first Gray code for the set of n-length permutations with... more
We give a Gray code and constant average time generating algorithm for derangements, i.e., permutations with no ÿxed points. In our Gray code, each derangement is transformed into its successor either via one or two transpositions or a... more
We give a Gray code and constant average time generating algorithm for derangements, i.e., permutations with no ÿxed points. In our Gray code, each derangement is transformed into its successor either via one or two transpositions or a... more
This volume is a C++ Programming Library for the study of the Orbit Theory of Natural Numbers. Over 100 C++ programs were written during the research that led to Orbit Theory in various categories from fundamentals to applications. This... more
Abstract: Prescott et al.(Technometrics 78: 268-276, 1993) proposed D-optimal orthogonally blocked designs in two blocks for Scheffé&#x27;s quadratic mixture model with four components. Chan and Sandhu (J. Appl. Statist. 26 (1): 19-34,... more
Given a one-factorization $\mathcal{F}$ of the complete bipartite graph $K_{n,n}$, let ${\sf pf}(\mathcal{F})$ denote the number of Hamiltonian cycles obtained by taking pairwise unions of perfect matchings in $\mathcal{F}$. Let ${\sf... more
In this paper, we constructed a type of parity-check matrices of QC-LDPC codes based on the progressive edge-growth (PEG) algorithm with suggested unreliable factors incorporated. The proposed algorithm can eliminate short cycles... more
Abstract: Prescott et al.(Technometrics 78: 268-276, 1993) proposed D-optimal orthogonally blocked designs in two blocks for Scheffé&#x27;s quadratic mixture model with four components. Chan and Sandhu (J. Appl. Statist. 26 (1): 19-34,... more
Once an application steps out of the bounds of a single-computer box, its external communication is immediately exposed to a multitude of outside observers with various intentions, good or bad. In order to protect sensitive data while... more
It is well known that given a Steiner triple system (STS) one can define a binary operation * upon its base set by assigning x * x = x for all x and x * y = z, where z is the third point in the block containing the pair {x, y}. The same... more
We present the number of totally symmetric quasigroups (equivalently, totally symmetric Latin squares) of order 16, as well as the number of isomorphism classes of such objects. Totally symmetric quasigroups of orders up to and including... more
We give new constructions for regular group divisible designs, pairwise balanced designs, generalized Bhaskar Rao supplementary difference sets and generalized weighing matrices. In particular if p is a prime power and q divides p-1 we... more
A perfect code in a graph Γ = (V, E) is a subset C of V such that no two vertices in C are adjacent and every vertex in V \ C is adjacent to exactly one vertex in C. A subgroup H of a group G is called a subgroup perfect code of G if... more
A partial Latin square is premature if it has no completion, but it admits a completion after removing any of its symbols. This type of partial Latin square has been introduced by Brankovic, Honik, Miller and Rosa [Ars Combinatoria, to... more
We show that the total chromatic number of a simple &-chromatic graph exceeds the chromatic index by at most 18/c3 log 5 3k.
This paper describes the construction and enumeration of mixed orthogonal arrays (MOA) to produce optimal experimental designs. A MOA is a multiset whose rows are the different combinations of factor levels, discrete values of the... more
This paper proposes a decoding algorithm for nonbinary low-density parity-check (NB-LDPC) codes, aiming to improve the error rate performance for NAND flash memory. Several NB-LDPC decoding methods for NAND flash memory have been studied.... more
It is well known that all n×n partial Latin squares with at most n−1 entries are completable. Our intent is to extend this well known statement to partial Latin cubes. We show that if an n×n×n partial Latin cube contains at most n − 1... more
The first known families of cages arised from the incidence graphs of generalized polygons of order q, q a prime power. In particular, (q + 1, 6)-cages have been obtained from the projective planes of order q. Morever, infinite families... more
A (k, g)-cage is a k-regular graph of girth g of minimum order. In this work, we focus on girth g = 5, where cages are known only for degrees k ≤ 7. When k ≥ 8, except perhaps for k = 57, the order of a (k, 5)-cage is strictly greater
In our research, we present a method to build a private key cryptosystem, this method is based on the dynamic priority coloured petri net to produced complex long key sequence. In our research, there are two parts, the first one produced... more
Literature shows that there are several ways of generating Latin squares, but there is not enough implementation about Supersymmetric Latin squares. This paper proposes a mathematical algorithm to construct Super-symmetric Latin squares... more
For every positive integer n greater than 4 there is a set of Latin squares of order n such that every permutation of the numbers 1,. .. , n appears exactly once as a row, a column, a reverse row or a reverse column of one of the given... more
Sudoku problems are some of the most known and enjoyed pastimes, with a never diminishing popularity, but, for the last few years those problems have gone from an entertainment to an interesting research area, a twofold interesting area,... more
Shapeless quasigroups are needed for cryptography purposes. In this paper, we construct shapeless quasigroups by the diagonal method from orthomorphisms over abelian groups. We use generalizations of Feistel networks as orthomorphisms. We... more
Designing new cryptosystems and their cryptanalysis is the basic cycle of advancement in the field of cryptography. In this paper we introduce a block cipher based on the quasigroup transformations, which are defined by the matrix... more
Diagonal method and orthomorphisms Algebraic properties of the quasigroup (G , •) Different generalizations of the Feistel Network as orthomorphisms Some constructions of shapeless quasigroups Conclusions Complete mappings and... more
Random sampling and randomized experimentation are inextricably linked. Beginning with their common origins in the work of Fisher and Neyman from the 1920s and the 1930s, one can trace the development of parallel concepts and structures... more
Salah satu faktor yang mengakibatkan kehilangan hasil pada produk pertanian tanaman pangan khususnya padi adalah proses penggilingan. Mesin penggilingan yang sudah tua merupakan salah satu penyebab terjadinya kehilangan hasil dan kurang... more
It is shown that each critical set in a Latin square of order n > 6 has to have at least 7n− √ n−20 2 empty cells.
We give some constructions of new infinite families of group divisible designs, GDD(n, 2, 4; 1 , 2), including one which uses the existence of Bhaskar Rao designs. We show the necessary conditions are sufficient for 3 n 8. For n = 10... more
W e study critical sets of F-squares, latin squares and Youden squares. W e prove that some subsets of F-squares, latin squares and Youden squares are critical sets. W e consider minimal critical sets. W e show that some critical sets for... more
We introduce an efficient method for exporting a sequence of prime numbers by using Excel
Composite Circular hollow Steel tubes with and without GFRP infill for three different grades of Light weight concrete are tested for ultimate load capacity and axial shortening , under Cyclic loading. Steel tubes are compared for... more
Institute of Mathematics of the Academy of Sciences of the Czech Republic provides access to digitized documents strictly for personal use. Each copy of any part of this document must contain these Terms of use.
Generalised Quasi-Cyclic Root-Check LDPC codes based on Progressive Edge Growth (PEG) techniques for blockfading channels are proposed. The proposed Root-Check LDPC codes are suitable for channels under = 3, 4 independent fadings per... more
Wireless body area network (WBAN) is a promising network aiming at enhancing the communication in medical applications. It is adopted by medical organizations due to its flexibility in remotely monitoring patient health status. WBANs... more
In this survey recent results about q-analogues of some classical theorems in extremal set theory are collected. They are related to determining the chromatic number of the q-analogues of Kneser graphs. For the proof one needs results on... more
Encircle prime numbers  In this paper or research, we will explain the distribution of prime numbers that have the last digit = 1 3 7, or 9 based on my discovered formula that connects prime and composite numbers.
Orthogonal block designs for Scheffé's quadratic model have been considered previously by Draper et al. (1993), John (1984), Lewis et al. (1994) and Prescott, Draper, Dean, and Lewis (1993). Prescott and Draper (2004) obtained mixture... more
It is well known that there does not exist a Boolean function f: Z_2^m ightarrow Z_2^n satisfying both basic cryptologic criteria, balancedness and perfect nonlinearity. In /9/ it was shown that, if we use as a domain quasigroup G instead... more
In this paper we discuss pertinent questions closely related to well known RSA cryptosystem [5]. From practical point of view it is reasonable to use as a public exponent an integer s = 2 fc + 1, i.e., so called short exponent, with the... more
We use a free construction to prove the existence of perfect Steiner triple systems on a countably infinite point set. We use a specific countably infinite family of partial Steiner triple systems to start the construction, thus yielding... more
The Neyman-Fisher controversy considered here originated with the 1935 presentation of Jerzy Neyman's Statistical Problems in Agricultural Experimentation to the Royal Statistical Society. Neyman asserted that the standard ANOVA F-test... more
A famous conjecture of Caccetta and Häggkvist is that in a digraph on n vertices and minimum out-degree at least n r there is a directed cycle of length r or less. We consider the following generalization: in an undirected graph on n... more
Orthogonal arrays of strength 3 permit estimation of all the main effects of the experimental factors free from confounding or contamination with 2-factor interactions. We introduce methods of using arithmetic formulations and Latin... more
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