In
tensor analysis, a mixed tensor is a
tensor which is neither strictly
covariant nor strictly
contravariant; at least one of the indices of a mixed tensor will be a subscript (covariant) and at least one of the indices will be a superscript (contravariant).
A mixed tensor of type or valence
, also written "type (''M'', ''N'')", with both ''M'' > 0 and ''N'' > 0, is a tensor which has ''M'' contravariant indices and ''N'' covariant indices. Such a tensor can be defined as a
linear function which maps an (''M'' + ''N'')-tuple of ''M''
one-forms and ''N''
vectors to a
scalar.
Changing the tensor type
Consider the following octet of related tensors:
The first one is covariant, the last one contravariant, and the remaining ones mixed. Notationally, these tensors differ from each other by the covariance/contravariance of their indices. A given contravariant index of a tensor can be lowered using the
metric tensor
In the mathematical field of differential geometry, a metric tensor (or simply metric) is an additional structure on a manifold (such as a surface) that allows defining distances and angles, just as the inner product on a Euclidean space allows ...
, and a given covariant index can be raised using the inverse metric tensor . Thus, could be called the ''index lowering operator'' and the ''index raising operator''.
Generally, the covariant metric tensor, contracted with a tensor of type (''M'', ''N''), yields a tensor of type (''M'' − 1, ''N'' + 1), whereas its contravariant inverse, contracted with a tensor of type (''M'', ''N''), yields a tensor of type (''M'' + 1, ''N'' − 1).
Examples
As an example, a mixed tensor of type (1, 2) can be obtained by raising an index of a covariant tensor of type (0, 3),
where
is the same tensor as
, because
with Kronecker acting here like an identity matrix.
Likewise,
Raising an index of the metric tensor is equivalent to contracting it with its inverse, yielding the
Kronecker delta,
so any mixed version of the metric tensor will be equal to the Kronecker delta, which will also be mixed.
See also
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Covariance and contravariance of vectors
In physics, especially in multilinear algebra and tensor analysis, covariance and contravariance describe how the quantitative description of certain geometric or physical entities changes with a change of basis. In modern mathematical notation ...
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Einstein notation
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 ...
*
Ricci calculus
In mathematics, Ricci calculus constitutes the rules of index notation and manipulation for tensors and tensor fields on a differentiable manifold, with or without a metric tensor or connection. It is also the modern name for what used to be cal ...
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Tensor (intrinsic definition)
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Two-point tensor
References
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External links
Index Gymnastics Wolfram Alpha
{{DEFAULTSORT:Mixed Tensor
Tensors