In
linear algebra
Linear algebra is the branch of mathematics concerning linear equations such as
:a_1x_1+\cdots +a_nx_n=b,
linear maps such as
:(x_1, \ldots, x_n) \mapsto a_1x_1+\cdots +a_nx_n,
and their representations in vector spaces and through matrix (mathemat ...
, the main diagonal (sometimes principal diagonal, primary diagonal, leading diagonal, major diagonal, or good diagonal) of a
matrix
Matrix (: matrices or matrixes) or MATRIX may refer to:
Science and mathematics
* Matrix (mathematics), a rectangular array of numbers, symbols or expressions
* Matrix (logic), part of a formula in prenex normal form
* Matrix (biology), the m ...
is the list of entries
where
. All
off-diagonal elements are
zero
0 (zero) is a number representing an empty quantity. Adding (or subtracting) 0 to any number leaves that number unchanged; in mathematical terminology, 0 is the additive identity of the integers, rational numbers, real numbers, and compl ...
in a
diagonal matrix
In linear algebra, a diagonal matrix is a matrix in which the entries outside the main diagonal are all zero; the term usually refers to square matrices. Elements of the main diagonal can either be zero or nonzero. An example of a 2×2 diagon ...
. The following four matrices have their main diagonals indicated by red ones:
Square matrices
For a
square matrix
In mathematics, a square matrix is a Matrix (mathematics), matrix with the same number of rows and columns. An ''n''-by-''n'' matrix is known as a square matrix of order Any two square matrices of the same order can be added and multiplied.
Squ ...
, the ''diagonal'' (or ''main diagonal'' or ''principal diagonal'') is the diagonal line of entries running from the top-left corner to the bottom-right corner. For a matrix
with row index specified by
and column index specified by
, these would be entries
with
. For example, the
identity matrix
In linear algebra, the identity matrix of size n is the n\times n 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 obje ...
can be defined as having entries of 1 on the main diagonal and zeroes elsewhere:
:
The
trace of a matrix is the sum of the diagonal elements.
The top-right to bottom-left diagonal is sometimes described as the ''minor'' diagonal or ''antidiagonal''.
The ''off-diagonal'' entries are those not on the main diagonal. A ''
diagonal matrix
In linear algebra, a diagonal matrix is a matrix in which the entries outside the main diagonal are all zero; the term usually refers to square matrices. Elements of the main diagonal can either be zero or nonzero. An example of a 2×2 diagon ...
'' is one whose off-diagonal entries are all zero.
A entry is one that is directly above and to the right of the main diagonal. Just as diagonal entries are those
with
, the superdiagonal entries are those with
. For example, the non-zero entries of the following matrix all lie in the superdiagonal:
:
Likewise, a entry is one that is directly below and to the left of the main diagonal, that is, an entry
with
.
General matrix diagonals can be specified by an index
measured relative to the main diagonal: the main diagonal has
; the superdiagonal has
; the subdiagonal has
; and in general, the
-diagonal consists of the entries
with
.
A
banded matrix is one for which its non-zero elements are restricted to a diagonal band. A
tridiagonal matrix
In linear algebra, a tridiagonal matrix is a band matrix that has nonzero elements only on the main diagonal, the subdiagonal/lower diagonal (the first diagonal below this), and the supradiagonal/upper diagonal (the first diagonal above the main ...
has only the main diagonal, superdiagonal, and subdiagonal entries as non-zero.
Antidiagonal
The antidiagonal (sometimes counter diagonal, secondary diagonal (*), trailing diagonal, minor diagonal, off diagonal, or bad diagonal) of an order
square matrix
In mathematics, a square matrix is a Matrix (mathematics), matrix with the same number of rows and columns. An ''n''-by-''n'' matrix is known as a square matrix of order Any two square matrices of the same order can be added and multiplied.
Squ ...
is the collection of entries
such that
for all
. That is, it runs from the top right corner to the bottom left corner.
:
(*) ''Secondary'' (as well as ''trailing'', ''minor'' and ''off'') diagonals very often also mean the (a.k.a. ''k''-th) diagonals ''parallel'' to the main or principal diagonals, ''i.e.'',
for some nonzero k =1, 2, 3, ... More generally and universally, the ''off diagonal'' elements of a matrix are all elements ''not'' on the main diagonal, ''i.e.'', with distinct indices ''i ≠ j''.
See also
*
Trace
Notes
References
*
*
*
*
*
Matrices (mathematics)
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