Lie Algebras and Matrices
[58/64%]Consider the matrices having 1 in the position and 0 elsewhere, where (elementary matrices). Calculate the commutator. Discuss.
Consider the vector space of the matrices over and the three matrices with trace equal to 0
Show that we have a basis of a Lie algebra.
Consider the matrices
Show that the matrices form a basis of a Lie algebra.
Let , be matrices over . Calculate . Discuss.
An matrix over is skew-hermitian if . Show that the commutator of two skew-hermitian matrices is again skew-hermitian. Discuss.
The Lie algebra consists of all matrices over with the conditions (i.e. is skew-hermitian) and . Note that is a unitary matrix. Find a basis for .
Any fixed element of a Lie algebra defines a linear transformation
Show that for any we have
The linear mapping gives a representation of the Lie algebra known as adjoint representation.
There is only one non-commutative Lie algebra of dimension 2. If , are the generators (basis in ), then
Find the adjoint representation of this Lie algebra. Let , be two elements of a Lie algebra. Then we define
and .
The Killing form is defined by
for all . Find the Killing form.
Consider the Lie algebra with . Take as the standard basis for the three matrices
Find the commutators.
Find the adjoint representation of with the ordered basis .
Show that is simple. If has no ideals except itself and 0, and if moreover , we call simple. A subspace of a Lie algebra is called an ideal of if , together imply . In other words show that the Lie algebra has no proper nontrivial ideals.
Consider the four-dimensional Lie algebra . The elementary matrices
form a basis of . Find the adjoint representation.
Show that the matrices
form generators of a Lie algebra. Is the Lie algebra simple? A Lie algebra is simple if it contains no ideals other than and .
The roots of a semisimple Lie algebra are the Lie algebra weights occurring in its adjoint representation. The set of roots forms the root system, and is completely determined by the semisimple Lie algebra. Consider the semisimple Lie algebra with the generators
Find the roots.
The simple Lie algebra is spanned by the matrices
with the commutators , and .
Define
Find . Calculate the commutators , , . Show that can be written in the form
Consider the vector in
Calculate the vectors , , and . Give an interpretation.
The universal enveloping algebra of the Lie algebra is the associative algebra with generators , , and the relations
Find a basis of the Lie algebra so that all matrices are invertible. Find the inverse matrices of these matrices. Give the commutation relations.
Which of the , , matrices are nonnormal? Use linear combinations to find a basis where all elements are normal matrices.
Let with
a basis for a Lie algebra. We have .
Is a basis of a Lie algebra?
Is a basis of a Lie algebra?
We know that
is an ordered basis of the simple Lie algebra with
Consider
Find the commutators , , .
The matrices
form a basis of the Lie algebra with the commutation relations , , .
Let be the star product. Do the nine matrices
form a basis of a Lie algebra?
Define the matrices
Find the commutators , , .
Consider
Find the commutators , , and thus show that we have a basis of a Lie algebra. Is this Lie algebra isomorphic to ?
A basis for the Lie algebra , for odd , may be built from two unitary unimodular matrices
where is a primitive -th root of unity, i.e. with period not smaller than , here taken to be . We obviously have
Find and .
Find .
Let , and define
where and . The complete set of unitary unimodular matrices
suffice to span the Lie algebra , where . Find .
Calculate .
Find the commutator .
Let be a finite dimensional Lie algebra and the center of . Show that is a homomorphism of the Lie algebra with kernel .
Consider the matrices over
Calculate the commutator and check whether can be written as a linear combination of and . If so we have a basis of a Lie algebra.
A Chevalley basis for the semisimple Lie algebra is given by
where for . The Lie algebra has rank 2 owing to , and . Another basis could be formed by looking at the linear combinations
Find the table of the commutator.
Calculate the vectors of commutators
\begin{pmatrix} {[H_{1},X_{1}]} \\[H_{2},X_{1}] \end{pmatrix}, \qquad \begin{pmatrix} {[H_{1},X_{2}]} \\[H_{2},X_{2}] \end{pmatrix}, \qquad \begin{pmatrix} {[H_{1},X_{3}]} \\[H_{2},X_{3}] \end{pmatrix}and thus find the roots.
Consider the matrices
Show that the matrices form a basis of a Lie algebra.
Consider the two matrices
where is the Pauli spin matrix and the Pauli spin matrix . The two matrices , are linearly independent. Let , be the generators of a Lie algebra. Classify the Lie algebra generated.
The superalgebra involves two even (denoted by and ) and two odd (denoted by , ) generators. The following commutation and anti-commutation relations hold
and . Find a matrix representation.
A basis of the simple Lie algebra is given by the traceless matrices
Find the commutators , , .
Let . Find , , .
Let . Show that
Find .
Consider the semisimple Lie algebra . Let () denote the standard basis, i.e. matrices with all entries zero except for the entry in the -th row and -th column which is one. We can form a Cartan-Weyl basis with
Show that are root vectors for , i.e. there exists such that
for all .
Consider the vector space and the vector product . The vector product is not associative. The associator of three vectors , , is defined by
The associator measures the failure of associativity.
Consider the unit vectors
Find the associator.
Consider the normalized vectors
Find the associator.
Consider vectors in the vector space and the vector product . Consider the mapping of the vectors in into skew-symmetric matrices
Calculate the vector product
and the commutator , where
Discuss.
A basis for the Lie algebra is given by the eight skew-hermitian matrices
Find
Express the results as Kronecker products of two matrices.
Consider the non-commutative two-dimensional Lie algebra with and
Show that the matrices
also form a non-commutative Lie algebra under the commutator. Discuss.
Consider the three matrices
which satisfy the commutation relations , , . Thus we have a basis of the simple Lie algebra . Calculate the commutators
The Heisenberg algebra is a three-dimensional non-commutative Lie algebra with basis , , and
From the matrix representation
of an element in . Find .
The corresponding Lie group is the group of upper triangular matrices with 1's on the main diagonal
Find and .
Let be matrices which form a basis of a non-commutative Lie algebra. Let be matrices which form a basis of a commutative Lie algebra. Let be the Kronecker product and form all elements
Calculate the commutators
Discuss.
Consider the Heisenberg algebra with the generators given by matrices , , and the commutation relations
Find the commutators for the matrices , , .
Let , be matrices. Calculate the commutator
and express the result using the commutator .
Assume that , i.e. and form a basis of a two-dimensional Lie algebra. Express the result from (i) using . Discuss.
Let be a finite dimensional Lie algebra. Let be the set of all infinitely differentiable functions, where is the unit circle manifold. In the product space we define the Lie bracket ( and )
Calculate
The elements (generators) of an -dimensional Lie algebra satisfy the conditions
with , where the 's are called the structure constants. Let be an arbitrary linear combination of the elements
Suppose that is some other linear combination such that
This equation has the form of an eigenvalue equation, where is the corresponding eigenvalue and the corresponding eigenvector. Assume that the Lie algebra is represented by matrices. Find the secular equation for the eigenvalues .
Let be the structure constants of a Lie algebra. We define
A Lie algebra is called semisimple if and only if . We assume in the following that the Lie algebra is semisimple. We define
The operator is called Casimir operator. Let be an element of the Lie algebra . Calculate the commutator .
Given the basis of the Lie algebra
with the commutation relations , , .
Let . We define
Find the commutators , , .
Let be the universal enveloping algebra. Then any element of can be expressed as a sum of product of the form where . Show that
Utilize that .
Study the Lie algebra , where .
Do the matrices
form a basis for the Lie algebra ?
Show that a basis of the Lie algebra is given by
Given the spin matrices
Consider the matrices
Calculate the commutators of these matrices and extend the set so that one finds a basis of a Lie algebra.
Let and be two Lie algebras. Let be a Lie algebra homomorphism. Show that is a Lie subalgebra of and is an ideal in .
Let , , nonzero matrices with the commutation relations
i.e. , , form a basis of the Lie algebra . Find the Lie algebra generated by the matrices
Consider the Pauli spin matrices , , , and the sixteen matrices ()
Do the sixteen matrices form a basis of a Lie algebra under the commutator?
Consider the Lie algebra of real-skew symmetric matrices
Let be a real orthogonal matrix, i.e. . Show that is a real-skew symmetric matrix.
The Lie group is defined as the group of transformation on the four dimensional complex space leaving invariant the indefinite quadratic form
The Lie algebra is defined as the matrices with trace 0 and , where is the matrix
Is
an element of the Lie algebra ? Find . Discuss.
The semisimple Lie algebra has dimension 8. The standard basis is given by
Find the commutator table.
Let () be the elementary matrices in the vector space of matrices. Show that the 15 matrices
form a basis (Cartan-Weyl basis) of the Lie algebra .
Let , , be nonzero matrices such that (Lie algebra )
Find the commutators of the matrices
The isomorphism of the Lie algebras and has the form
Let . Find
Consider a four-dimensional vector space with basis , , , . Assume that the non-zero commutators are given
Do these relations define a Lie algebra? For example we have
If so find the adjoint representation.
Let , , be nonzero matrices. Assume that and . Can we conclude that ? Is the Jacobi identity
of any use?
Find the Lie algebra generated by the matrices
Note that .
Find the Lie algebra generated by the matrices
Note that , , .
In the decomposition of the simple Lie algebra one finds the matrices
where . Find the commutators , and . Discuss. Note that
Thus the matrix of the commutator is of the form of matrix .
Let , , be the Pauli spin matrices with the commutation relations
Thus we have . Then
Find the commutators
Discuss.
We know that the Pauli spin matrices , , are elements of the Lie algebra , but not since for . Are the nine matrices
elements of the Lie algebra ?
Let be the star operation. Find the commutators
Find the anti-commutators , , ,
Let . Show that the matrices
satisfy the commutation relations
Consider the four-dimensional real vector space with a basis , , , . The Godel quaternion algebra is defined by the non-commutative multiplication
Let , , , be arbitrary real numbers. We call the vector
a Godel quaternion. We define the basis
Show that the satisfy the multiplication law
Show that every Godel quaternion can be written as
Show that
is a matrix representation.