TOPICS
Search

Multidimensional Costas Array


A multidimensional Costas array is the function graph of a bijection between two finite boxes of integer lattice points for which all directed vector differences between distinct points of the function graph are different (Rubio and Torres 2023). Writing [a]={1,...,a}, take X=[n_1]×...×[n_k] and Y=[n_(k+1)]×...×[n_m], where every n_i>=2. The graph of a bijection phi:X->Y is a subset of Z^m, and the order of the array is |X|=|Y|. The ordinary Costas array corresponds to m=2 and k=1.

The array is periodic Costas when every translated window of side lengths n_1, ..., n_m in its periodic extension also has distinct directed vector differences. Differences in a window are ordinary integer differences, not differences reduced modulo the side lengths.

Munagala (2026) gave the six-point array

 S={(1,1,1,1),(1,2,1,2),(1,3,2,1),(2,1,1,3),(2,2,2,3),(2,3,2,2)}.

It is the function graph of a bijection [2]×[3]->[2]×[3] and is periodic Costas. Its periods are 2, 3, 2, and 3, so 36 residue windows suffice for verification. Each contains six points and 30 distinct directed vector differences. This refutes the conjecture of Rubio and Torres (2023) that a periodic Costas array with k>=m-k has order 2^k, while leaving their two- and three-dimensional results intact.

Munagala (2026) reports that Claude assisted with the search, verification script, and Lean formalization. The 36 windows have been independently checked by integer arithmetic here, but the Lean formalization has not been replayed.


See also

Bijection, Costas Array, Lattice Point

Explore with Wolfram|Alpha

References

Munagala, S. "Comments on 'Multidimensional Costas Arrays and Their Periodicity'." 25 Oct 2026. https://arxiv.org/abs/2611.00098v1.Rubio, I. and Torres, J. "Multidimensional Costas Arrays and Their Periodicity." IEEE Trans. Inform. Th. 69, 5032-5040, 2023. https://doi.org/10.1109/TIT.2023.3264951.

Cite this as:

Weisstein, Eric W. "Multidimensional Costas Array." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/MultidimensionalCostasArray.html

Subject classifications