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Hadamard conjecture

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A Hadamard matrix of order nn is an n×nn\times n matrix HH with entries in {−1,1}\{-1,1\} whose rows are pairwise orthogonal. Writing HTH^{\mathsf T} for the transpose and InI_n for the identity matrix, this means

H∈{−1,1}n×n,HHT=nIn.H\in\{-1,1\}^{n\times n},\qquad HH^{\mathsf T}=nI_n .

If a Hadamard matrix of order nn exists, then n=1n=1, n=2n=2, or n≡0(mod4)n\equiv 0\pmod 4. To see this, negate columns so that the first row is all ones. For n≥3n\ge 3, orthogonality among the first three rows forces the four possible sign patterns in rows two and three to occur equally often, so 4∣n4\mid n.

Conjecture. For every positive integer kk there is a Hadamard matrix of order 4k4k:

∀k∈Z>0  ∃H∈{−1,1}4k×4k:HHT=4k I4k.\forall k\in\mathbb Z_{>0}\ \ \exists H\in\{-1,1\}^{4k\times 4k}:\quad HH^{\mathsf T}=4k\,I_{4k}.

Hadamard matrices are known to exist for many infinite families of orders 4k4k, but the statement for all kk is open. A proof must give a construction, or a nonconstructive existence argument, valid for every kk. A disproof must exhibit a single kk for which no Hadamard matrix of order 4k4k exists. [1, 2, 3]

Background

Sylvester built ±1\pm1 matrices with orthogonal rows of every order 2s2^s in 1867 [1]. Hadamard proved in 1893 that a real n×nn\times n matrix with entries of absolute value at most 11 satisfies ∣det⁡H∣≤nn/2|\det H|\le n^{n/2}. Equality holds exactly for the matrices now named after him [2]. Paley constructed further families from quadratic residues in finite fields in 1933 and stated the expectation that every multiple of 44 occurs [3].

Hadamard matrices are equivalent to several other combinatorial objects. A Hadamard matrix of order 4t4t exists if and only if a symmetric 22-(4t−1,2t−1,t−1)(4t-1,2t-1,t-1) design exists. Hadamard matrices also give binary error-correcting codes meeting the Plotkin bound, and the Walsh–Hadamard transform used in signal processing and quantum computing. The monograph of Seberry and Yamada surveys the constructions [9].

References
  1. J. J. Sylvester, "Thoughts on inverse orthogonal matrices, simultaneous sign-successions, and tessellated pavements in two or more colours, with applications to Newton's rule, ornamental tile-work, and the theory of numbers", Philos. Mag. 34 (1867), 461–475. doi:10.1080/14786446708639914
  2. J. Hadamard, "Résolution d'une question relative aux déterminants", Bull. Sci. Math. 17 (1893), 240–246.
  3. R. E. A. C. Paley, "On orthogonal matrices", J. Math. Phys. 12 (1933), 311–320. doi:10.1002/sapm1933121311
  4. J. Williamson, "Hadamard's determinant theorem and the sum of four squares", Duke Math. J. 11 (1944). doi:10.1215/S0012-7094-44-01108-7
  5. L. Baumert, S. W. Golomb and M. Hall, "Discovery of an Hadamard matrix of order 92", Bull. Amer. Math. Soc. 68 (1962), 237–238. doi:10.1090/S0002-9904-1962-10761-7
  6. H. Kharaghani and B. Tayfeh-Rezaie, "A Hadamard matrix of order 428", J. Combin. Des. 13 (2005), 435–440. doi:10.1002/jcd.20043
  7. D. Ž. Đoković, "Hadamard matrices of order 764 exist", Combinatorica 28 (2008), 487–489. doi:10.1007/s00493-008-2384-z
  8. D. Ž. Đoković, O. Golubitsky and I. S. Kotsireas, "Some new orders of Hadamard and skew-Hadamard matrices", J. Combin. Des. 22 (2014), 270–277. arXiv:1301.3671
  9. J. Seberry and M. Yamada, Hadamard Matrices: Constructions using Number Theory and Linear Algebra, Wiley (2020). doi:10.1002/9781119520252
  10. J. Seberry Wallis, "On the existence of Hadamard matrices", J. Combin. Theory Ser. A 21 (1976), 188–195. doi:10.1016/0097-3165(76)90062-5
  11. R. Craigen, "Signed groups, sequences, and the asymptotic existence of Hadamard matrices", J. Combin. Theory Ser. A 71 (1995), 241–254. doi:10.1016/0097-3165(95)90002-0
  12. Wikipedia, Hadamard matrix.

Source: Wikipedia

Progress summary

Refreshed
Open

The conjecture remains open: many examples are known, but no one has shown that a matrix exists for every required size.

The conjecture asks whether a Hadamard matrix exists for every order 4k4k. It originates in Hadamard’s 1893 work on maximal determinants.

Known results

  • Hadamard’s necessary condition: every order is 11, 22, or a multiple of 44 (1893).
  • Paley constructed infinite families of Hadamard matrices (1933).
  • Kharaghani and Tayfeh-Rezaie constructed a matrix of order 428428 (2005).
  • By 2014, only twelve multiples of 44 below 20002000 were reported as unresolved, with 668668 the smallest.

Current status (as of September 2026): Many orders, including 428428, are settled by constructions, but no retrieved source settles every order 4k4k; the conjecture remains open.

Sources

Solutions 0

No solutions have been posted yet.