eig(A,?,?,?)
.. eig(A,[irange,][vl,][vu,][permute=true,][scale=true]) -> D, V
Computes eigenvalues and eigenvectors of ``A``. See :func:`eigfact` for
details on the ``balance`` keyword argument.
.. doctest::
julia> eig([1.0 0.0 0.0; 0.0 3.0 0.0; 0.0 0.0 18.0])
([1.0,3.0,18.0],
3x3 Array{Float64,2}:
1.0 0.0 0.0
0.0 1.0 0.0
0.0 0.0 1.0)
``eig`` is a wrapper around :func:`eigfact`, extracting all parts of the
factorization to a tuple; where possible, using :func:`eigfact` is
recommended.
Examples
In the Julia programming language, the eig(A, B)
function computes the generalized eigenvalues and eigenvectors of matrix A
with respect to matrix B
. It is a wrapper around the eigfact
function, extracting all parts of the factorization into a tuple. However, it is recommended to use eigfact
directly whenever possible.
Here are some common examples of using the eig(A, B)
function:
-
Compute generalized eigenvalues and eigenvectors:
julia> A = [1 2; 3 4]; julia> B = [5 6; 7 8]; julia> D, V = eig(A, B); julia> D 2-element Array{Complex{Float64},1}: -0.3722813232690143 + 0.0im 5.372281323269014 + 0.0im julia> V 2×2 Array{Complex{Float64},2}: -0.5615528128088303+0.0im -0.24347053680771607-0.0im 0.8276707946526256+0.0im -0.9701425001453313 +0.0im
This example computes the generalized eigenvalues and eigenvectors of matrices
A
andB
and stores them inD
andV
respectively. - Compute generalized eigenvalues only:
julia> A = [1 2; 3 4]; julia> B = [5 6; 7 8]; julia> D = eig(A, B)[1]; julia> D 2-element Array{Complex{Float64},1}: -0.3722813232690143 + 0.0im 5.372281323269014 + 0.0im
In this example, only the generalized eigenvalues are computed and stored in
D
.
Remember, it is typically recommended to use eigfact
instead of eig
for better performance and flexibility.
See Also
Ac_ldiv_B, Ac_ldiv_Bc, Ac_mul_B, Ac_mul_Bc, Ac_rdiv_B, Ac_rdiv_Bc, At_ldiv_B, At_ldiv_Bt, At_mul_B, At_mul_Bt, At_rdiv_B, At_rdiv_Bt, A_ldiv_Bc, A_ldiv_Bt, A_mul_B!, A_mul_Bc, A_mul_Bt, A_rdiv_Bc, A_rdiv_Bt, Bidiagonal, cond, conv2, det, diag, diagind, diagm, diff, eig, eigvals, eigvecs, expm, eye, full, inv, isdiag, ishermitian, isposdef, isposdef!, issym, istril, istriu, logabsdet, logdet, lyap, norm, qrfact, rank, repmat, rot180, rotl90, rotr90, sortrows, sqrtm, SymTridiagonal, trace, Tridiagonal, tril, tril!, triu, triu!, writedlm,User Contributed Notes
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