Why does Z have a universal mapping property in tensor product existence?

Join the discussion
Registration is free. Ask a follow-up in this thread, or start your own.
4 replies · 3K views
Math Amateur
Gold Member
MHB
Messages
3,920
Reaction score
48
I am reading Bruce N. Coopersteins book: Advanced Linear Algebra (Second Edition) ... ...

I am focused on Section 10.1 Introduction to Tensor Products ... ...

I need help with another aspect of the proof of Theorem 10.1 regarding the existence of a tensor product ... ...The relevant part of Theorem 10.1 reads as follows:
?temp_hash=b2111ef8ae3decfb3487a4288419e3ab.png

?temp_hash=b2111ef8ae3decfb3487a4288419e3ab.png

?temp_hash=b2111ef8ae3decfb3487a4288419e3ab.png

In the above text we read the following:" ... ... Recall that [itex]V_1 \times \ ... \ \times V_m = X[/itex] and that [itex]Z[/itex] is a vector space based on [itex]X[/itex]. Since [itex]W[/itex] is a vector space and [itex]f[/itex] is a map from [itex]X[/itex] to [itex]W[/itex], by the universal property of [itex]Z[/itex] there exists a unique linear transformation [itex]S \ : \ Z \longrightarrow W[/itex] such that [itex]S[/itex] restricted to [itex]X[/itex] is [itex]f[/itex]. ... ..."Now I have summarised the mappings involved in Theorem 10.1 in Figure 1 below ... ...

?temp_hash=103d7bc653fad9a1cc4300e9c88a4a21.png
My question is as follows:

Why does [itex]Z[/itex] have a universal mapping property ...? ... ... and indeed if [itex]Z[/itex] has one, why doesn't [itex]V[/itex] ... ... giving us the relationship [itex]T \gamma = f[/itex] that we want ... what is special about [itex]Z[/itex]?
Hope someone can help ...

Peter

*** NOTE ***

... ... oh no! ... ... I think I have just realized the answer to my question ... hmm ... embarrassingly simple ... ... I think that [itex]Z[/itex] has a UMP because [itex]( Z, \iota )[/itex] is assumed to be the vector space based on the set [itex]X[/itex]... and vector spaces based on a set have a UMP ... is that right? ... see Cooperstein Definition 10.1 on the first page of Section 10.1 provided below ...

Can someone confirm that this is the reason Z has a Universal Mapping Property ...

Peter
==========================================================*** NOTE ***It may help readers of the above post to be able to read Cooperstein's introduction to Section 10.1 where he covers, among other things, the notion of a vector space being based on a set and the idea of the universal mapping problem ... ... so I am providing this text as follows:
?temp_hash=c9f6a4cb768e80949ddfbbb6334eb0e0.png

?temp_hash=c9f6a4cb768e80949ddfbbb6334eb0e0.png

?temp_hash=c9f6a4cb768e80949ddfbbb6334eb0e0.png

?temp_hash=c9f6a4cb768e80949ddfbbb6334eb0e0.png
 

Attachments

  • Cooperstein - 1 - Theorem 10.1 - PART 1       ....png
    Cooperstein - 1 - Theorem 10.1 - PART 1 ....png
    36.5 KB · Views: 1,063
  • Cooperstein - 2 - Theorem 10.1 - PART 2        ....png
    Cooperstein - 2 - Theorem 10.1 - PART 2 ....png
    29.4 KB · Views: 768
  • Cooperstein - 3 - Theorem 10.1 - PART 3        ....png
    Cooperstein - 3 - Theorem 10.1 - PART 3 ....png
    37.9 KB · Views: 904
  • Figure 1 - Cooperstein - Theorem 10.1 - Mappings.png
    Figure 1 - Cooperstein - Theorem 10.1 - Mappings.png
    18.6 KB · Views: 1,027
  • Cooperstein - 1 - Section 10.1 - PART 1     ....png
    Cooperstein - 1 - Section 10.1 - PART 1 ....png
    70.8 KB · Views: 710
  • Cooperstein - 2 - Section 10.1 - PART 2     ....png
    Cooperstein - 2 - Section 10.1 - PART 2 ....png
    38.4 KB · Views: 626
  • Cooperstein - 3 - Section 10.1 - PART 3     ....png
    Cooperstein - 3 - Section 10.1 - PART 3 ....png
    35.3 KB · Views: 707
  • Cooperstein - 4 - Section 10.1 - PART 4     ....png
    Cooperstein - 4 - Section 10.1 - PART 4 ....png
    33.1 KB · Views: 691
Last edited:
Physics news on Phys.org
I think a helpful thing to know/understand is the concept of maps factoring through (the quotient, here): https://en.wikipedia.org/wiki/List_of_mathematical_jargon in algebra, there are conditions on the kernel of a map. Factoring through is in analogy with the factoring of numbers as products.

You are given functions f:A-->C , g: A-->B . Then f factors through g if there is an h: with f=hg ; h is a map from B-->C. This is I think the clearest way of understanding the tensor product. For vector spaces V,W , the tensor product , ## V \ Oline W ## is a vector space in which every bilinear map defined on VxW into a third vector space Z factors through a linear map from the tensor product into Z. The conditions on the kernel guarantee that maps factor through. I will look up the conditions on the kernel and image of the respective groups and get back with it.
 
  • Like
Likes   Reactions: Math Amateur
Thanks WWGD ... most helpful ...

Peter
 
Math Amateur said:
Thanks WWGD ... most helpful ...

Peter
Glad it helped, Peter, I went through my own pain trying to understand it -- I feel your pain :).
 
Thanks again WWGD ... good to have your support ...

Peter
 
  • Like
Likes   Reactions: WWGD