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Identity matrix information


In linear algebra, the identity matrix of size is the square matrix with ones on the main diagonal and zeros elsewhere. It has unique properties, for example when the identity matrix represents a geometric transformation, the object remains unchanged by the transformation. In other contexts, it is analogous to multiplying by the number 1.

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Identity matrix

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In linear algebra, the identity matrix of size n {\displaystyle n} is the n × n {\displaystyle n\times n} square matrix with ones on the main diagonal...

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Woodbury matrix identity

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algebra), the Woodbury matrix identity, named after Max A. Woodbury, says that the inverse of a rank-k correction of some matrix can be computed by doing...

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Elementary matrix

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In mathematics, an elementary matrix is a matrix which differs from the identity matrix by one single elementary row operation. The elementary matrices...

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Unitary matrix

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is the identity matrix. In physics, especially in quantum mechanics, the conjugate transpose is referred to as the Hermitian adjoint of a matrix and is...

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Rotation matrix

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rotation matrix is a transformation matrix that is used to perform a rotation in Euclidean space. For example, using the convention below, the matrix R = [...

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Invertible matrix

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denotes the n-by-n identity matrix and the multiplication used is ordinary matrix multiplication. If this is the case, then the matrix B is uniquely determined...

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Determinant

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square matrix. The determinant of a matrix A is commonly denoted det(A), det A, or |A|. Its value characterizes some properties of the matrix and the...

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Orthogonal matrix

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QT is the transpose of Q and I is the identity matrix. This leads to the equivalent characterization: a matrix Q is orthogonal if its transpose is equal...

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Augmented matrix

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identity matrix. We then reduce the part of (A|I2{\displaystyle (A\vert \mathbf {I} _{2}} corresponding to A{\displaystyle A} to the identity matrix using...

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Square matrix

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mathematics, a square matrix is a matrix with the same number of rows and columns. An n-by-n matrix is known as a square matrix of order n {\displaystyle...

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Adjugate matrix

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{I} ,} where I is the identity matrix of the same size as A. Consequently, the multiplicative inverse of an invertible matrix can be found by dividing...

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Involutory matrix

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identity matrix. Involutory matrices are all square roots of the identity matrix. This is simply a consequence of the fact that any invertible matrix...

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Diagonal matrix

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d{smallmatrix}}\right]} . An identity matrix of any size, or any multiple of it is a diagonal matrix called scalar matrix, for example, [ 0.5 0 0 0.5 ]...

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Matrix exponential

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{X}{k}}\right)^{k}} where I is the n×n identity matrix. When X is an n×n diagonal matrix then exp(X) will be an n×n diagonal matrix with each diagonal element equal...

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Gram matrix

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real rotation matrix is the identity matrix. Likewise, the Gram matrix of the rows or columns of a unitary matrix is the identity matrix. The rank of the...

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Symplectic matrix

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{\displaystyle I_{n}} is the n × n {\displaystyle n\times n} identity matrix. The matrix Ω {\displaystyle \Omega } has determinant + 1 {\displaystyle...

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Idempotent matrix

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idempotent. The only non-singular idempotent matrix is the identity matrix; that is, if a non-identity matrix is idempotent, its number of independent rows...

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Identity function

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In a topological space, the identity function is always continuous. The identity function is idempotent. Identity matrix Inclusion map Indicator function...

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Pauli matrices

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(right/left). Each Pauli matrix is Hermitian, and together with the identity matrix I (sometimes considered as the zeroth Pauli matrix σ0 ), the Pauli matrices...

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Matrix multiplication

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columns in the first matrix must be equal to the number of rows in the second matrix. The resulting matrix, known as the matrix product, has the number...

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Permutation matrix

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In mathematics, particularly in matrix theory, a permutation matrix is a square binary matrix that has exactly one entry of 1 in each row and each column...

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Characteristic polynomial

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algebra, the characteristic polynomial of a square matrix is a polynomial which is invariant under matrix similarity and has the eigenvalues as roots. It...

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Transformation matrix

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matrix there is a matrix A−1 that represents a transformation that "undoes" A since its composition with A is the identity matrix. In some practical...

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Zero matrix

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linear algebra, a zero matrix or null matrix is a matrix all of whose entries are zero. It also serves as the additive identity of the additive group of...

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List of mathematical identities

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and Catalan identities Heine's identity Hermite's identity Lagrange's identity Lagrange's trigonometric identities MacWilliams identity Matrix determinant...

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Identity

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up identity in Wiktionary, the free dictionary. Identity may refer to: Identity document Identity (philosophy) Identity (social science) Identity (mathematics)...

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List of named matrices

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entries, including constant matrices. Important examples include the identity matrix given by I n = [ 1 0 ⋯ 0 0 1 ⋯ 0 ⋮ ⋮ ⋱ ⋮ 0 0 ⋯ 1 ] . {\displaystyle...

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