_Remarks on the simplification of the mode of writing the expressions._
A glance at the equations of this paragraph will show that the indices
which appear twice within the sign of summation [for example ν in (5)]
are those over which the summation is to be made and that only over the
indices which appear twice. It is therefore possible, without loss of
clearness, to leave off the summation sign; so that we introduce the
rule: wherever the index in any term of an expression appears twice, it
is to be summed over all of them except when it is not expressedly said
to the contrary.
The difference between the co-variant and the contra-variant four-vector
lies in the transformation laws [(7) and (5)]. Both the quantities are
tensors according to the above general remarks; in it lies its
significance. In accordance with Ricci and Levi-civita, the
contravariants and co-variants are designated by the over and under
indices.
§ 6. Tensors of the second and higher ranks.
Contravariant tensor:—If we now calculate all the 16 products A^{μν} of
the components A^{μ} B^{ν}, of two contravariant four-vectors
(8) A^{μν} = A^{μ}B^{ν}
A^{μν}, will according to (8) and (5 a) satisfy the following
transformation law.
(9)
$$ A^{\sigma \tau'} = \frac{\partial x'_{\sigma}}{\partial x_{\mu}}
\frac{\partial x'_{\tau}}{\partial x_{\nu}} A^{\mu \nu} $$
We call a thing which, with reference to any reference system is defined
by 16 quantities and fulfils the transformation relation (9), a
contravariant tensor of the second rank. Not every such tensor can be
built from two four-vectors, (according to 8). But it is easy to show
that any 16 quantities A^{μν}, can be represented as the sum of
A^{μ}B^{ν} of properly chosen four pairs of four-vectors. From it, we
can prove in the simplest way all laws which hold true for the tensor of
the second rank defined through (9), by proving it only for the special
tensor of the type (8).
_Contravariant Tensor of any rank_:—It is clear that corresponding to
(8) and (9), we can define contravariant tensors of the 3rd and higher
ranks, with 4³, etc. components. Thus it is clear from (8) and (9) that
in this sense, we can look upon contravariant four-vectors, as
contravariant tensors of the first rank.
_Co-variant tensor._
If on the other hand, we take the 16 products A_{μν} of the components
of two co-variant four-vectors A_{μ} and B_{ν},
(10) A_{μν} = A_{μ} B_{ν}.
for them holds the transformation law
(11)
$$ A^{\sigma \tau'} = \frac{\partial x'_{\mu}}{\partial x_{\sigma'}}
\frac{\partial x'_{\nu}}{\partial x_{\tau'}} A^{\mu \nu} $$
By means of these transformation laws, the co-variant tensor of the
second rank is defined. All re-marks which we have already made
concerning the contravariant tensors, hold also for co-variant tensors.
_Remark_:—
It is convenient to treat the scalar Invariant either as a contravariant
or a co-variant tensor of zero rank.
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