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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 \binom, 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: T_, \ T_ ^\gamma, \ T_\alpha ^\beta _\gamma, \ T_\alpha ^, \ T^\alpha _, \ T^\alpha _\beta ^\gamma, \ T^ _\gamma, \ T^ . 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), T_ ^\lambda = T_ \, g^ , where T_ ^\lambda is the same tensor as T_ ^\gamma , because T_ ^\lambda \, \delta_\lambda ^\gamma = T_ ^\gamma, with Kronecker acting here like an identity matrix. Likewise, T_\alpha ^\lambda _\gamma = T_ \, g^, T_\alpha ^ = T_ \, g^ \, g^, T^ _\gamma = g_ \, T^, T^\alpha _ = g_ \, g_ \, T^. Raising an index of the metric tensor is equivalent to contracting it with its inverse, yielding the Kronecker delta, g^ \, g_ = g^\mu _\nu = \delta^\mu _\nu , 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 ...
*
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 ...
* Tensor (intrinsic definition) * Two-point tensor


References

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External links


Index Gymnastics
Wolfram Alpha {{DEFAULTSORT:Mixed Tensor Tensors