The proof of the tensor character of Τ, follows immediately from the
expressions (8), (10) or (12), or the transformation equations (9),
(11), (13); equations (8), (10) and (12) are themselves examples of the
outer multiplication of tensors of the first rank.
_Reduction in rank of a mixed Tensor._
From every mixed tensor we can get a tensor which is two ranks lower,
when we put an index of co-variant character equal to an index of the
contravariant character and sum according to these indices (Reduction).
We get for example, out of the mixed tensor of the fourth rank
A_{αβ}^{γδ}, the mixed tensor of the second rank
A_{β}^{δ} = A_{αβ}^{αδ} = (∑_{α} A_{αβ}^{αδ})
and from it again by “reduction” the tensor of the zero rank
A = A_{β}^{β} = A_{αβ}^{αβ}.
The proof that the result of reduction retains a truly tensorial
character, follows either from the representation of tensor according to
the generalisation of (12) in combination with (6) or out of the
generalisation of (13).
_Inner and mixed multiplication of Tensors._
This consists in the combination of outer multiplication with reduction.
Examples:—From the co-variant tensor of the second rank A_{μν} and the
contravariant tensor of the first rank B^{σ} we get by outer
multiplication the mixed tensor
D^{σ}_{μν} = A_{μν} B^{σ} .
Through reduction according to indices ν and σ (_i.e._, putting ν = σ),
the co-variant four vector
D_{μ} = D^{ν}_{μν} = A_{μν} B^{ν} is generated.
These we denote as the inner product of the tensor A_{μν} and B^{σ}.
Similarly we get from the tensors A_{μν} and B^{στ} through outer
multiplication and two-fold reduction the inner product A_{μν} B^{μν}.
Through outer multiplication and one-fold reduction we get out of A_{μν}
and B^{στ}, the mixed tensor of the second rank D^{τ}_{μ} = A_{μν}
B^{τν}. We can fitly call this operation a mixed one; for it is outer
with reference to the indices μ and τ and inner with respect to the
indices ν and σ.
We now prove a law, which will be often applicable for proving the
tensor-character of certain quantities. According to the above
representation, A_{μν} B^{μν} is a scalar, when A_{μν} and B^{στ} are
tensors. We also remark that when A_{μν} B^{μν} is an invariant for
every choice of the tensor B^{μν}, then A_{μν} has a tensorial
character.
Proof:—According to the above assumption, for any substitution we have
A_{στ′} B^{στ′} = A_{μν} B^{μν}.
From the inversion of (9) we have however
$$ B_{\mu \nu} = \frac{\partial x_{\mu}}{\partial x_{\sigma'}}
\frac{\partial x_{\nu}}{\partial \tau'} B^{\sigma \tau'} $$
Substitution of this for B^{μν} in the above equation gives
$$ (A_{\sigma \tau'} - \frac{\partial x_{\mu}}{\partial x_{\sigma'}}
\frac{\partial x_{\nu}}{\partial x_{\tau'}}) B^{\sigma \tau'} = 0 $$
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