Syntax
Description
The exp
function is an elementary function that operates element-wise on arrays. Its domain includes complex numbers.
Y = exp(X)
returns the exponential for each element of X
. For complex , it returns the complex exponential
.
Remark
Use expm
for matrix exponentials.
Syntax
Definitions
The exponential integral computed by this function is defined as
Another common definition of the exponential integral function is the Cauchy principal value integral
which, for real positive x
, is related to expint
as
Description
Y = expint(X)
evaluates the exponential integral for each element of X
.
Syntax
Description
Y = expm(X)
raises the constant to the matrix power X
. The expm
function produces complex results if X
has nonpositive eigenvalues.
Use exp
for the element-by-element exponential.
Algorithm
expm
is a built-in function that uses the Padé approximation with scaling and squaring. You can see the coding of this algorithm in the expm1
demo.
Note The expm1 , expm2 , and expm3 demos illustrate the use of Padé approximation, Taylor series approximation, and eigenvalues and eigenvectors, respectively, to compute the matrix exponential.References [1] and [2] describe and compare many algorithms for computing a matrix exponential. The built-in method, expm , is essentially method 3 of [2]. |
Examples
This example computes and compares the matrix exponential of A
and the exponential of A
.
A = [1 1 0
0 0 2
0 0 -1 ];expm(A)
ans =
2.7183 1.7183 1.0862
0 1.0000 1.2642
0 0 0.3679exp(A)
ans =
2.7183 2.7183 1.0000
1.0000 1.0000 7.3891
1.0000 1.0000 0.3679
Notice that the diagonal elements of the two results are equal. This would be true for any triangular matrix. But the off-diagonal elements, including those below the diagonal, are different.
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