A matrix approach to the Yang multiplication theorem
Akihiro Munemasa, Pritta Etriana Putri

TL;DR
This paper introduces a matrix-based method using Laurent polynomials to simplify and clarify the proof of the Yang multiplication theorem, connecting sequence compositions with algebraic identities.
Contribution
It presents a novel matrix approach employing Laurent polynomials to provide a concise proof of the Yang multiplication theorem.
Findings
Matrix approach effectively encodes sequence compositions.
Lagrange identity simplifies proof of Yang multiplication.
Provides transparent algebraic framework for the theorem.
Abstract
In this paper, we use two-variable Laurent polynomials attached to matrices to encode properties of compositions of sequences. The Lagrange identity in the ring of Laurent polynomials is then used to give a short and transparent proof of a theorem about the Yang multiplication.
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Taxonomy
TopicsCoding theory and cryptography · Advanced Topics in Algebra · Rings, Modules, and Algebras
A matrix approach to the Yang multiplication theorem
Akihiro Munemasa
Research Center for Pure and Applied Mathematics
Graduate School of Information Sciences
Tohoku University
Japan
and
Pritta Etriana Putri
Research Center for Pure and Applied Mathematics
Graduate School of Information Sciences
Tohoku University
Japan and Combinatorial Mathematics Research Group
Institut Teknologi Bandung
Bandung
Indonesia
Dedicated to the memory of Professor Noboru Ito
Abstract.
In this paper, we use two-variable Laurent polynomials attached to matrices to encode properties of compositions of sequences. The Lagrange identity in the ring of Laurent polynomials is then used to give a short and transparent proof of a theorem about the Yang multiplication.
1. Introduction
Many classes of complementary sequences have been investigated in the literature (see [1]). A quadruple of -sequences of length , respectively, is called base sequences if
[TABLE]
for all positive integers , where
[TABLE]
for . We denote by the set of base sequences of length , , , . If , then it is complementary with weight . In [11], Yang proved the following theorem, which is known as one version of the Yang multiplication theorem:
Theorem 1.1** ([11, Theorem 4]).**
If and , then with .
The well-known Hadamard conjecture states that Hadamard matrices of order exist for every positive integer . A consequence of Theorem 1.1 is the existence of a Hadamard matrix of order for a positive integer satisfying the hypotheses. Indeed, a class of sequences called -sequences with length can be obtained from [8], and Hadamard matrices of order can be produced from -sequences with length by using Goethals–Seidel arrays [12]. For more information on -sequences, we refer the reader to [1, 2, 3, 4].
In order to prove Theorem 1.1, Yang used the Lagrange identity for polynomial rings. Let be the ring of Laurent polynomials over and be the involutive automorphism defined by . Let . We define the Hall polynomial of by
[TABLE]
It is easy to see that a quadraple -sequences of length , respectively, is a base sequences if and only if
[TABLE]
Suppose and . The proof of Theorem 1.1 in [11] is by establishing the identity
[TABLE]
after defining the sequences , , , appropriately such that, in particular,
[TABLE]
A key to the proof is the Lagrange identity (see [11, Theorem L]): given , , , , , , , in a commutative ring with an involutive automorphism , set
[TABLE]
Then
[TABLE]
However, the derivation of (1) from (3) is not so immediate since one has to define as
[TABLE]
rather than
[TABLE]
respectively. We note that Đoković and Zhao [7] observed some connection between the Yang multiplication theorem and the octonion algebra. More information on the Yang multiplication theorem and constructions of complementary sequences can be found in [5].
In this paper, we give a more straightforward proof of Theorem 1.1. Our approach is by constructing a matrix from the eight sequences and produce Laurent polynomials for of single variable and a Laurent polynomial of two variables for a matrix , such that
[TABLE]
This gives an interpretation of the Lagrange identity in term of sequences and matrices, i.e. there exist matrices such that
[TABLE]
Then (1) follows immediately by noticing and .
The paper is organized as follows. In Section 2, we will define a Laurent polynomial for a sequence and introduce basic properties of . We will also show how to combine sequences and matrices to produce new sequences and matrices, eventually leading to a construction of a matrix from a given set of eight sequences. Finally, in Section 3, we will prove Theorem 1.1 as a consequence of the Lagrange identity in the ring of Laurent polynomials of two variables. We note here that Theorem 1.1 [11, Theorem 4] is known as one of the Yang multiplication theorem. Other versions of the Yang multiplication theorem will be investigated in subsequent papers.
2. Preliminary Results
Let be a commutative ring with identity and let be an involutive automorphism of . Moreover, let be the ring of Laurent polynomials over and be the extension of the involutive automorphism of defined by .
Definition 2.1**.**
Let . We define the Hall polynomial of by
[TABLE]
We define a Laurent polynomial by
[TABLE]
Hall polynomials have been used not only by Yang, but also others. See [6] and references therein. For a sequence of length we define by . It follows immediately that for every .
Definition 2.2**.**
For a sequence of length with entries in , we define the non-periodic autocorrelation of by
[TABLE]
We say that a set of sequences not necessarily all of the same length, is complementary with weight if
[TABLE]
By Definition 2.2 with , we see that if and only if is complementary with weight .
Lemma 2.3**.**
Let be a positive integer and . Then
[TABLE]
Proof.
Straightforward. ∎
Lemma 2.4**.**
For sequences with entries in , the following are equivalent.
- (i)
* are complementary with weight ,* 2. (ii)
, 3. (iii)
.
Proof.
It is straightforward to check that (i) is equivalent to (ii). Equivalence of (ii) and (iii) is clear since for any sequence , from Definition 2.1. ∎
Definition 2.5**.**
Let . Define
[TABLE]
Lemma 2.6**.**
For every ,
[TABLE]
Proof.
By Definition 2.1 and Definition 2.5 , we have
[TABLE]
∎
Now, we will define a Laurent polynomial of two variables for arbitrary matrices. Let be the ring of Laurent polynomials in two variables . We define an involutive ring automorphism by , and for .
Definition 2.7**.**
For , we denote the row vectors of a matrix by . Define
[TABLE]
where denotes concatenation, and
[TABLE]
Clearly, we have for every . Note that we may regard as . So, for every , we have where denotes the transpose of a matrix.
Lemma 2.8**.**
Let and . Then
[TABLE]
Proof.
Let . Then
[TABLE]
∎
Lemma 2.9**.**
If , then
[TABLE]
Proof.
Let be the row vectors of . Since , we have
[TABLE]
∎
3. Main Result
We will present our result by three steps. The following lemma is essential to describe the Yang multiplication theorem by using matrix approach.
Lemma 3.1**.**
Let
[TABLE]
Set
[TABLE]
Then
[TABLE]
Proof.
By Lemma 2.3 and Lemma 2.8, we have
[TABLE]
Thus, by applying the Lagrange identity, the result follows. ∎
For the remainder of this section, we fix a multiplicatively closed subset of satisfying . Also, we denote . Denote by and the set of indices of nonzero entries of a sequence and a matrix , respectively. We say that sequences are disjoint if . Matrices are also said to be disjoint if .
Lemma 3.2**.**
Let and be positive integers,
[TABLE]
Set
[TABLE]
Write
[TABLE]
Then satisfy
[TABLE]
Proof.
Notice that and .
Since for every and is disjoint whenever
[TABLE]
matrices and are disjoint whenever and
[TABLE]
Also,
[TABLE]
Hence
[TABLE]
By a similar argument, we obtain
[TABLE]
Therefore, . The claimed identity follows from Lemma 2.6 and Lemma 3.1. ∎
Theorem 3.3**.**
Let be positive integers, and suppose
[TABLE]
satisfy
[TABLE]
Then there exist such that
[TABLE]
Proof.
Define as in (4), (5), (6), (7), respectively. Write
[TABLE]
By Lemma 3.2, . Applying Lemma 2.9 and Lemma 3.2, we have
[TABLE]
Hence the proof is complete. ∎
Finally, we see that Theorem 1.1 follows from Theorem 3.3 by setting . Hence, our method gives a more transparent proof of Theorem 1.1. Indeed, by taking and , the hypotheses in Theorem 3.3 are satisfied by Lemma 2.4. Then the resulting sequences belong to by Lemma 2.4 where .
Acknowledgements
We would like to thank Robert Craigen for valuable advice.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1[1] G. Cohen, D. Rubie, J. Seberry, C. Koukouvinos, S. Kounias, and M. Yamada, A survey of base sequences, disjoint complementary sequences and O D ( 4 t ; t , t , t , t ) 𝑂 𝐷 4 𝑡 𝑡 𝑡 𝑡 𝑡 OD(4t;t,t,t,t) , J. Combin. Math. Combin. Comput. 5 (1989) 69–103.
- 2[2] H. Kharaghani and C. Koukouvinos, Complementary, base and Turyn sequences in: Handbook of Comb. Des. (C.J. Colbourn and J.H. Dinitz., eds.), 2nd Ed., pp. 317–321, Chapman & Hall/CRC Press, Boca Raton, FL, 2007.
- 3[3] H. Kharaghani and B. Tayfeh-Rezaie, A Hadamard matrix of order 428, J. Combin. Designs 13 (2005), 435–440.
- 4[4] C. Koukouvinos and J. Seberry, Addendum to further results on base sequences, disjoint complementary sequences, O D ( 4 t ; t , t , t , t ) 𝑂 𝐷 4 𝑡 𝑡 𝑡 𝑡 𝑡 OD(4t;t,t,t,t) and the excess of Hadamard matrices, Congr. Numer. 82 (1991), 97–103.
- 5[5] C. Koukouvinos, S. Kounias, J. Seberry, C.H. Yang and J. Yang, Multiplication of sequences with zero autocorrelation, Australas. J. Combin. 10 (1994), 5–15.
- 6[6] R. Craigen, W. Gibson and C. Koukouvinos, An update on primitive ternary complementary pairs, J. Combin. Theory Ser. A 114 (2007), 957–963.
- 7[7] D. Ž. Đoković and K. Zhao, An octonion algebra originating in combinatorics, Proc. Amer. Math. Soc. 138 (2010), 4187–4195.
- 8[8] D. Ž. Đoković , Hadamard matrices of small order and Yang conjecture. J. Combin. Designs, 18 (2010), 254–259.
