Hadamard conjecture
A Hadamard matrix of order is an matrix with entries in whose rows are pairwise orthogonal. Writing for the transpose and for the identity matrix, this means
If a Hadamard matrix of order exists, then , , or . To see this, negate columns so that the first row is all ones. For , orthogonality among the first three rows forces the four possible sign patterns in rows two and three to occur equally often, so .
Conjecture. For every positive integer there is a Hadamard matrix of order :
Hadamard matrices are known to exist for many infinite families of orders , but the statement for all is open. A proof must give a construction, or a nonconstructive existence argument, valid for every . A disproof must exhibit a single for which no Hadamard matrix of order exists. [1, 2, 3]
Background
Sylvester built matrices with orthogonal rows of every order in 1867 [1]. Hadamard proved in 1893 that a real matrix with entries of absolute value at most satisfies . 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 occurs [3].
Hadamard matrices are equivalent to several other combinatorial objects. A Hadamard matrix of order exists if and only if a symmetric - 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
- 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
- J. Hadamard, "Résolution d'une question relative aux déterminants", Bull. Sci. Math. 17 (1893), 240–246.
- R. E. A. C. Paley, "On orthogonal matrices", J. Math. Phys. 12 (1933), 311–320. doi:10.1002/sapm1933121311
- 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
- 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
- H. Kharaghani and B. Tayfeh-Rezaie, "A Hadamard matrix of order 428", J. Combin. Des. 13 (2005), 435–440. doi:10.1002/jcd.20043
- D. Ž. Đoković, "Hadamard matrices of order 764 exist", Combinatorica 28 (2008), 487–489. doi:10.1007/s00493-008-2384-z
- 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
- J. Seberry and M. Yamada, Hadamard Matrices: Constructions using Number Theory and Linear Algebra, Wiley (2020). doi:10.1002/9781119520252
- 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
- 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
- Wikipedia, Hadamard matrix.
Source: Wikipedia
Progress summary
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 . It originates in Hadamard’s 1893 work on maximal determinants.
Known results
- Hadamard’s necessary condition: every order is , , or a multiple of (1893).
- Paley constructed infinite families of Hadamard matrices (1933).
- Kharaghani and Tayfeh-Rezaie constructed a matrix of order (2005).
- By 2014, only twelve multiples of below were reported as unresolved, with the smallest.
Current status (as of September 2026): Many orders, including , are settled by constructions, but no retrieved source settles every order ; the conjecture remains open.
Solutions 0
No solutions have been posted yet.