TOPICS
Search

Unit Matrix


A unit matrix, in the usage adopted here, is an integer matrix consisting of all 1s (Härdle and Simar 2012, p. 50; Berežný 2014, p. 124, footnote 7; Thulin 2024, Sec. 12.3.1). However, care is needed since the term "unit matrix" is also widely used as a synonym for identity matrix (Akivis and Goldberg 1972, p. 71; Berežný 2014, p. 124, footnote 7). It is also used for an invertible matrix over a commutative ring with a multiplicative identity (MacDuffee 1943, p. 27; Marcus and Minc 1988, p. 69; Marcus and Minc 1992, p. 42).

The m×n unit matrix consisting of all 1s is often denoted J_(m,n), or J_n if m=n. Square unit matrices J_n have determinant 0 for n>=2.

For positive integers m, n, p, and q, unit matrices satisfy the Kronecker product identity

 J_(m,n) tensor J_(p,q)=J_(mp,nq).
(1)

In particular, for a positive integer k,

 J_(2^k)=J_2^( tensor k)=(I_2+sigma_x)^( tensor k),
(2)

where  tensor k denotes the k-fold Kronecker product, I_2 is the 2×2 identity matrix, and sigma_x is the first of the Pauli matrices (Chen and Chen 2025, Eq. 10), where each factor I_2+sigma_x is a 2×2 unit matrix.

An m×n unit matrix can be generated in the Wolfram Language as ConstantArray[1, {m, n}].

In the ring-based usage, let R be a commutative ring with a multiplicative identity. An n×n square matrix A with entries in R is a unit matrix when there exists an n×n square matrix B such that

 AB=BA=I_n,
(3)

where I_n is the identity matrix.


See also

Identity Matrix, Unimodular Matrix, Unitary Matrix

Explore with Wolfram|Alpha

References

Akivis, M. A. and Goldberg, V. V. An Introduction to Linear Algebra and Tensors. New York: Dover, 1972.Berežný, Š. Mathematics 1. Košice, Slovakia: Technical University of Košice, 2014. https://kmti.fei.tuke.sk/sites/default/files/2021-09/Mathematics-1-Berezny-Print-Final-CD.pdf.Brenner, J. and Cummings, L. "The Hadamard Maximum Determinant Problem." Amer. Math. Monthly 79, 626-630, 1972.Chen, Y.-A. and Chen, K.-F. "Jet Discrimination with a Quantum Complete Graph Neural Network." Phys. Rev. D 111, 016020, 2025. https://doi.org/10.1103/PhysRevD.111.016020.Härdle, W. K. and Simar, L. Applied Multivariate Statistical Analysis, 3rd ed. Berlin, Germany: Springer, 2012. https://doi.org/10.1007/978-3-642-17229-8.MacDuffee, C. C. Vectors and Matrices. Washington, DC: Math. Assoc. Amer., 1943.Marcus, M. and Minc, H. Introduction to Linear Algebra. New York: Dover, 1988.Marcus, M. and Minc, H. A Survey of Matrix Theory and Matrix Inequalities. New York: Dover, 1992.Thulin, M. Modern Statistics with R: From Wrangling and Exploring Data to Inference and Predictive Modelling, 2nd ed. Boca Raton, FL: CRC Press, 2024. https://www.modernstatisticswithr.com/advancedchapter.html.

Referenced on Wolfram|Alpha

Unit Matrix

Cite this as:

Weisstein, Eric W. "Unit Matrix." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/UnitMatrix.html

Subject classifications