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matrice

A matrice, in mathematics, is a rectangular array of numbers, symbols, or expressions arranged in rows and columns. It is typically denoted A and has m rows and n columns (an m×n matrice). Entries are a_ij, where i ranges over rows and j over columns. Matrices over a field, usually the real or complex numbers, encode linear transformations and systems of linear equations.

Operations include addition and scalar multiplication (elementwise), and matrix multiplication, defined by (AB)_{ij} = sum_k a_ik b_kj.

Special matrice include the identity I_n, the zero matrix, diagonal, triangular, symmetric (A^T = A), Hermitian in

Applications include solving linear systems, computer graphics and geometric transformations, statistics (covariance matrices), physics, and machine

The
transpose
A^T
switches
rows
and
columns.
For
square
matrice,
the
determinant
det(A)
measures
volume
scaling;
det(A)
≠
0
implies
invertibility,
with
inverse
A^{-1}
defined
by
AA^{-1}=I.
The
rank
is
the
dimension
of
the
row
or
column
space.
complex
cases
(A^H
=
A),
and
orthogonal
(A^T
A
=
I).
Eigenvalues
and
eigenvectors
solve
Av
=
λv,
revealing
invariant
directions
under
the
transformation.
Factorizations
such
as
LU,
QR,
and
singular
value
decomposition
(A
=
UΣV^T)
underpin
numerical
methods
for
solving
systems
and
computing
inverses.
learning.
The
term
matrix
was
introduced
in
the
19th
century
by
James
Sylvester,
from
Latin
matrix
meaning
"womb"
or
"source,"
reflecting
its
role
as
a
building
block
for
linear
mappings.