Continuum mechanics/Tensor algebra identities
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Identity 1 [edit]
Let
and
be two second order tensors. Show that
Proof:
Using index notation,
Hence,
Identity 2 [edit]
Let
be a second order tensor and let
and
be two vectors. Show that
Proof:
It is convenient to use index notation for this. We have
Hence,
Identity 3 [edit]
Let
and
be two second order tensors and let
and
be two vectors. Show that
Proof:
Using index notation,
Hence,
Identity 4 [edit]
Let
be a second order tensors and let
and
be two vectors. Show that
Proof:
For the first identity, using index notation, we have
Hence,
For the second identity, we have
Therefore,
Now,
and
. Hence,
Therefore,

![\boldsymbol{A}:\boldsymbol{B} = A_{ij}~B_{ij} = A^T_{ji}~B_{ij} = A^T_{ji}~B_{ik}~\delta_{jk}
= [\boldsymbol{A}^T\cdot\boldsymbol{B}]_{jk}~\delta_{jk}
= (\boldsymbol{A}^T\cdot\boldsymbol{B}):\boldsymbol{\mathit{1}} ~.](http://upload.wikimedia.org/math/4/d/9/4d97ba0f7d255a8ccd552b49f4f4b1dc.png)







![(\boldsymbol{A}\cdot\mathbf{a})\otimes\mathbf{b} = \boldsymbol{A}\cdot(\mathbf{a}\otimes\mathbf{b})
\qquad
\text{and}
\qquad
\mathbf{a}\otimes(\boldsymbol{A}\cdot\mathbf{b}) = [\boldsymbol{A}\cdot(\mathbf{b}\otimes\mathbf{a})]^T
= (\mathbf{a}\otimes\mathbf{b})\cdot\boldsymbol{A}^T ~.](http://upload.wikimedia.org/math/4/2/a/42af3aa8d5db8703941cf2445e52bea6.png)
![[(\boldsymbol{A}\cdot\mathbf{a})\otimes\mathbf{b}]_{ik} = (A_{ij}~a_j)~b_k = A_{ij}~(a_j~b_k)
= A_{ij}~[\mathbf{a}\otimes\mathbf{b}]_{jk}
= \boldsymbol{A}\cdot(\mathbf{a}\otimes\mathbf{b}) ~.](http://upload.wikimedia.org/math/a/d/3/ad3f67f2f23bbd2aa1ac4182b5b2355a.png)

![[\mathbf{a}\otimes(\boldsymbol{A}\cdot\mathbf{b})]_{ij} = a_i~(A_{jk}~b_k)
= (a_i~b_k)~A_{jk} = (a_i~b_k)~A^T_{kj}
= [(\mathbf{a}\otimes\mathbf{b})\cdot\boldsymbol{A}^T]_{ij} ~.](http://upload.wikimedia.org/math/d/1/5/d1559c4a9287827f45f88703db16747c.png)

![(\mathbf{a}\otimes\mathbf{b})\cdot\boldsymbol{A}^T = (\mathbf{b}\otimes\mathbf{a})^T\cdot\boldsymbol{A}^T =
[\boldsymbol{A}\cdot(\mathbf{b}\otimes\mathbf{a})]^T ~.](http://upload.wikimedia.org/math/6/5/2/6523e45329702b1618783f0ccadb7355.png)
![{
\mathbf{a}\otimes(\boldsymbol{A}\cdot\mathbf{b}) = [\boldsymbol{A}\cdot(\mathbf{b}\otimes\mathbf{a})]^T
= (\mathbf{a}\otimes\mathbf{b})\cdot\boldsymbol{A}^T \qquad \square
}](http://upload.wikimedia.org/math/1/f/8/1f823a390c13b3f8e158ce60971855c7.png)