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 multili ...
—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 In differential geometry, the tangent bundle of a differentiable manifold M is a manifold TM which assembles all the tangent vectors in M . As a set, it is given by the disjoint unionThe disjoint union ensures that for any two points and of ...
\mathrmM and the cotangent bundle \mathrm^* M of a
pseudo-Riemannian manifold In differential geometry, a pseudo-Riemannian manifold, also called a semi-Riemannian manifold, is a differentiable manifold with a metric tensor that is everywhere nondegenerate. This is a generalization of a Riemannian manifold in which the ...
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 Math ...
.


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 matrices ...
, a
finite-dimensional vector space In mathematics, the dimension of a vector space ''V'' is the cardinality (i.e., the number of vectors) of a basis of ''V'' over its base field. p. 44, §2.36 It is sometimes called Hamel dimension (after Georg Hamel) or algebraic dimension to di ...
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 In mathematics, a moving frame is a flexible generalization of the notion of an ordered basis of a vector space often used to study the extrinsic differential geometry of smooth manifolds embedded in a homogeneous space. Introduction In lay t ...
) for the ''tangent bundle'' with, as dual frame (see also
dual basis In linear algebra, given a vector space ''V'' with a basis ''B'' of vectors indexed by an index set ''I'' (the cardinality of ''I'' is the dimension of ''V''), the dual set of ''B'' is a set ''B''∗ of vectors in the dual space ''V''∗ with the ...
), the moving coframe (a ''moving tangent frame'' for the ''cotangent bundle'' \mathrm^*M; see also coframe) . Then,
locally In mathematics, a mathematical object is said to satisfy a property locally, if the property is satisfied on some limited, immediate portions of the object (e.g., on some ''sufficiently small'' or ''arbitrarily small'' neighborhoods of points). P ...
, we may express the
pseudo-Riemannian metric In differential geometry, a pseudo-Riemannian manifold, also called a semi-Riemannian manifold, is a differentiable manifold with a metric tensor that is everywhere nondegenerate. This is a generalization of a Riemannian manifold in which the ...
(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 Symmetry (from grc, συμμετρία "agreement in dimensions, due proportion, arrangement") in everyday language refers to a sense of harmonious and beautiful proportion and balance. In mathematics, "symmetry" has a more precise definiti ...
and
nondegenerate In mathematics, a degenerate case is a limiting case of a class of objects which appears to be qualitatively different from (and usually simpler than) the rest of the class, and the term degeneracy is the condition of being a degenerate case. T ...
) as (where we employ the Einstein summation convention). 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 field , we define its sharp by :\omega^\sharp := g^ \omega_i \mathbf_j = \omega^j \mathbf_j , where are the components of the inverse metric tensor (given by the entries of the
inverse matrix In linear algebra, an -by- square matrix is called invertible (also nonsingular or nondegenerate), if there exists an -by- square matrix such that :\mathbf = \mathbf = \mathbf_n \ where denotes the -by- identity matrix and the multiplicati ...
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 isomorphisms : \flat: M \to ^* M, \qquad \sharp:^* M \to M. These are isomorphisms of
vector bundles 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 ...
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 In mathematics, the exterior algebra, or Grassmann algebra, named after Hermann Grassmann, is an algebra that uses the exterior product or wedge product as its multiplication. In mathematics, the exterior product or wedge product of vectors is a ...
, an extension of the musical operators may be defined on and its dual , which with minor
abuse of notation In mathematics, abuse of notation occurs when an author uses a mathematical notation in a way that is not entirely formally correct, but which might help simplify the exposition or suggest the correct intuition (while possibly minimizing errors a ...
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 (mathematics), sign (+/−) when any two indices of the subset are interchanged. section §7. The index subset must gener ...
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) In mathematics, a duality translates concepts, theorems or mathematical structures into other concepts, theorems or structures, in a one-to-one fashion, often (but not always) by means of an involution operation: if the dual of is , then th ...
*
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 Math ...
* *
Hodge dual In mathematics, the Hodge star operator or Hodge star is a linear map defined on the exterior algebra of a finite-dimensional oriented vector space endowed with a nondegenerate symmetric bilinear form. Applying the operator to an element of the a ...
*
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) In music, sharp, dièse (from French), or diesis (from Greek) means, "higher in pitch". More specifically, in musical notation, sharp means "higher in pitch by one semitone (half step)". Sharp is the opposite of flat, which is a lowering of pit ...
about the signs and


Citations


References

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