Musical isomorphism
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In
mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
—more specifically, in
differential geometry Differential geometry is a mathematical discipline that studies the geometry of smooth shapes and smooth spaces, otherwise known as smooth manifolds. It uses the techniques of differential calculus, integral calculus, linear algebra and mult ...
—the musical isomorphism (or canonical isomorphism) is an
isomorphism In mathematics, an isomorphism is a structure-preserving mapping between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between them. The word i ...
between the tangent bundle \mathrmM and the
cotangent bundle In mathematics, especially differential geometry, the cotangent bundle of a smooth manifold is the vector bundle of all the cotangent spaces at every point in the manifold. It may be described also as the dual bundle to the tangent bundle. Th ...
\mathrm^* M of a pseudo-Riemannian manifold induced by its metric tensor. There are similar isomorphisms on symplectic manifolds. The term ''musical'' refers to the use of the symbols \flat (flat) and \sharp (sharp). In covariant and contravariant notation, it is also known as
raising and lowering indices In mathematics and mathematical physics, raising and lowering indices are operations on tensors which change their type. Raising and lowering indices are a form of index manipulation in tensor expressions. Vectors, covectors and the metric Mat ...
.


Motivation

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 matrice ...
, a finite-dimensional vector space is isomorphic to its dual but not canonically isomorphic to it. On the other hand a Euclidean vector space, i.e., a finite-dimensional vector space E endowed with an
inner product In mathematics, an inner product space (or, rarely, a Hausdorff pre-Hilbert space) is a real vector space or a complex vector space with an operation called an inner product. The inner product of two vectors in the space is a scalar, often ...
\langle\cdot,\cdot\rangle, is canonically isomorphic to its dual, the isomorphism being given by: \left\} is a moving tangent frame (see also smooth frame) for the ''tangent bundle'' with, as dual frame (see also dual basis), the moving coframe (a ''moving tangent frame'' for the ''cotangent bundle'' \mathrm^*M; see also
coframe In mathematics, a coframe or coframe field on a smooth manifold M is a system of one-forms or covectors which form a basis of the cotangent bundle at every point. In the exterior algebra of M, one has a natural map from v_k:\bigoplus^kT^*M\to\big ...
) . Then, locally, we may express the pseudo-Riemannian metric (which is a -covariant
tensor field In mathematics and physics, a tensor field assigns a tensor to each point of a mathematical space (typically a Euclidean space or manifold). Tensor fields are used in differential geometry, algebraic geometry, general relativity, in the analysis ...
that is symmetric and nondegenerate) as (where we employ the
Einstein summation convention In mathematics, especially the usage of linear algebra in Mathematical physics, Einstein notation (also known as the Einstein summation convention or Einstein summation notation) is a notational convention that implies summation over a set of ...
). Given a vector field , we define its flat by : X^\flat := g_ X^i \, \mathbf^j=X_j \, \mathbf^j. This is referred to as "lowering an index". Using the traditional diamond bracket notation for the
inner product In mathematics, an inner product space (or, rarely, a Hausdorff pre-Hilbert space) is a real vector space or a complex vector space with an operation called an inner product. The inner product of two vectors in the space is a scalar, often ...
defined by , we obtain the somewhat more transparent relation :X^\flat (Y) = \langle X, Y \rangle for any vector fields and . In the same way, given a
covector In mathematics, a linear form (also known as a linear functional, a one-form, or a covector) is a linear map from a vector space to its field of scalars (often, the real numbers or the complex numbers). If is a vector space over a field , the ...
field , we define its sharp by :\omega^\sharp := g^ \omega_i \mathbf_j = \omega^j \mathbf_j , where are the
components Circuit Component may refer to: •Are devices that perform functions when they are connected in a circuit.   In engineering, science, and technology Generic systems *System components, an entity with discrete structure, such as an assemb ...
of the inverse metric tensor (given by the entries of the inverse matrix to ). Taking the sharp of a covector field is referred to as "raising an index". In inner product notation, this reads :\bigl \langle \omega^\sharp, Y \bigr \rangle = \omega(Y), for any covector field and any vector field . Through this construction, we have two mutually
inverse Inverse or invert may refer to: Science and mathematics * Inverse (logic), a type of conditional sentence which is an immediate inference made from another conditional sentence * Additive inverse (negation), the inverse of a number that, when a ...
isomorphisms : \flat: M \to ^* M, \qquad \sharp:^* M \to M. These are isomorphisms of vector bundles and, hence, we have, for each in , mutually inverse vector space isomorphisms between and .


Extension to tensor products

The musical isomorphisms may also be extended to the bundles : \bigotimes ^k M, \qquad \bigotimes ^k ^* M . Which index is to be raised or lowered must be indicated. For instance, consider the -tensor field . Raising the second index, we get the -tensor field :X^\sharp = g^ X_ \, ^i \otimes _k .


Extension to ''k''-vectors and ''k''-forms

In the context of exterior algebra, an extension of the musical operators may be defined on and its dual , which with minor abuse of notation may be denoted the same, and are again mutual inverses: : \flat : V \to ^* V , \qquad \sharp : ^* V \to V , defined by : (X \wedge \ldots \wedge Z)^\flat = X^\flat \wedge \ldots \wedge Z^\flat , \qquad (\alpha \wedge \ldots \wedge \gamma)^\sharp = \alpha^\sharp \wedge \ldots \wedge \gamma^\sharp . In this extension, in which maps ''p''-vectors to ''p''-covectors and maps ''p''-covectors to ''p''-vectors, all the indices of a
totally antisymmetric tensor In mathematics and theoretical physics, a tensor is antisymmetric on (or with respect to) an index subset if it alternates sign (+/−) when any two indices of the subset are interchanged. section §7. The index subset must generally either be all ...
are simultaneously raised or lowered, and so no index need be indicated: : Y^\sharp = ( Y_ \mathbf^i \otimes \dots \otimes \mathbf^k)^\sharp = g^ \dots g^ \, Y_ \, \mathbf_r \otimes \dots \otimes \mathbf_t .


Trace of a tensor through a metric tensor

Given a type tensor field , we define the trace of through the metric tensor by : \operatorname_g ( X ) := \operatorname ( X^\sharp ) = \operatorname ( g^ X_ \, ^i \otimes _k ) = g^ X_ = g^ X_ . Observe that the definition of trace is independent of the choice of index to raise, since the metric tensor is symmetric.


See also

* Duality (mathematics) *
Raising and lowering indices In mathematics and mathematical physics, raising and lowering indices are operations on tensors which change their type. Raising and lowering indices are a form of index manipulation in tensor expressions. Vectors, covectors and the metric Mat ...
* * Hodge dual *
Vector bundle In mathematics, a vector bundle is a topological construction that makes precise the idea of a family of vector spaces parameterized by another space X (for example X could be a topological space, a manifold, or an algebraic variety): to every p ...
* Flat (music) and Sharp (music) about the signs and


Citations


References

* * * {{Manifolds Differential geometry Riemannian geometry Riemannian manifolds Symplectic geometry