What is the purpose of contraction in tensor algebra?

  • Level: Graduate 
  • Thread starter Thread starter joe2317
  • Start date Start date
  • Tags Tags
    Contraction Tensor
Join the discussion
Registration is free. Start your own thread to ask a follow-up.
4 replies · 4K views
joe2317
Messages
5
Reaction score
0
Let Y[tex]_{1}[/tex],..,Y[tex]_{k}[/tex] be vector fields and let A be a tensor field of type [tex]^{k}_{1}[/tex]. Could you explain how applying k contractions to A[tex]\otimes[/tex]Y[tex]_{1}[/tex][tex]\otimes[/tex]...Y[tex]_{k}[/tex] yields A(Y[tex]_{1}[/tex]...Y[tex]_{k}[/tex])?

Actually, could you first explain why contraction of w[tex]\otimes[/tex]Y is equal to w(Y)?
Here, w is a 1-form and Y is a vector field.
Thank you.
 
Physics news on Phys.org
[tex]w \otimes Y[/tex] has incides [tex]w_{i} \otimes Y^{j}[/tex]. Contract the indices to make [tex]w \otimes Y[/tex] into a scalar gives [tex]w_{i} \otimes Y^{i}[/tex]. This is the definition of w(Y).

Similarly for everything else.
 
a special case is the dot product of two vectors, this is how everyone really things about contraction anyway