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Identity Matrix


The identity matrix is the diagonal matrix defined such that

 I(X)=X
(1)

for all vectors X. An identity matrix may be denoted 1, I, E (the latter being an abbreviation for the German term "Einheitsmatrix"; Courant and Hilbert 1989, p. 7), or occasionally I, with a subscript sometimes used to indicate the size of the matrix. Identity matrices are sometimes also known as unit matrices (Akivis and Goldberg 1972, p. 71).

The n×n identity matrix is given explicitly by

 I_(ij)=delta_(ij)
(2)

for i,j=1,2, ..., n, where delta_(ij) is the Kronecker delta. Written explicitly,

 I=[1 0 ... 0; 0 1 ... 0; | | ... |; 0 0 ... 1].
(3)

The n×n identity matrix is implemented in the Wolfram Language as IdentityMatrix[n].

The matrix square roots of I_n can be obtained by solving

 [a_(11) a_(12) ... a_(1n); a_(21) a_(22) ... a_(2n); | ... ... |; a_(n1) a_(n2) ... a_(nn)][a_(11) a_(12) ... a_(1n); a_(21) a_(22) ... a_(2n); | ... ... |; a_(n1) a_(n2) ... a_(nn)]=[1 0 ... 0; 0 1 ... 0; | | ... 0; 0 0 ... 1].
(4)

For n=2, the non-diagonal matrix square roots over the real numbers or complex numbers can be written in the forms

 [+/-d (1-d^2)/c; c ∓d],[+/-d c; (1-d^2)/c ∓d],
(5)

where c!=0 and d are arbitrary scalars. The diagonal and triangular cases are

 [+/-1 0; 0 +/-1],[+/-1 0; c ∓1],[+/-1 c; 0 ∓1].
(6)

Here c may be 0. The signs in the first matrix are independent, while paired signs in the other matrices are chosen together.

Matrices whose cube is the identity can take on even more complicated forms. However, one simple class of such matrices is called k-matrices.


See also

(0,1)-Matrix, Constant Matrix, Diagonal Matrix, Elementary Matrix, Involutory Matrix, k-Matrix, Matrix Square Root, Scalar Matrix, Unit Matrix, Zero Matrix

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References

Akivis, M. A. and Goldberg, V. V. An Introduction to Linear Algebra and Tensors. New York: Dover, 1972.Ayres, F. Jr. Schaum's Outline of Theory and Problems of Matrices. New York: Schaum, p. 10, 1962.Courant, R. and Hilbert, D. Methods of Mathematical Physics, Vol. 1. New York: Wiley, 1989.

Referenced on Wolfram|Alpha

Identity Matrix

Cite this as:

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

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