Tensor Products - D&F page 369 Example 3 - The map phi

In summary: This means that $\psi$ is a linear map and we can use the linearity of the map to conclude that $\phi$ is well-defined.
  • #1
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I am reading Dummit and Foote, Section 10.4: Tensor Products of Modules. I am currently studying Example 3 on page 369 (see attachment).

Example 3 on page 369 reads as follows: (see attachment)

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In general,

\(\displaystyle \mathbb{Z} / m \mathbb{Z} \otimes_\mathbb{Z} \mathbb{Z} / n \mathbb{Z} \cong \mathbb{Z} / d \mathbb{Z}\) where d is the g.c.d. of the integers m and n.

To see this observe first that

\(\displaystyle a \otimes b = a \otimes (b \cdot 1) = (ab) \otimes 1 = ab(1 \otimes 1) \)

... ... ... etc etc ...

... The map

\(\displaystyle \phi \ : \ \mathbb{Z} / m \mathbb{Z} \times_\mathbb{Z} \mathbb{Z} / n \mathbb{Z} \to \mathbb{Z} / d \mathbb{Z} \)

defined by

\(\displaystyle \phi (a mod \ m , b mod \ n ) = ab mod \ d \)

is well defined since d divides both m and n. ... ...

... ...

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Can someone please help with the following issue:

What is meant by the map \(\displaystyle \phi \) being 'well defined' and why is d dividing both m and n important in this matter?

I would appreciate some help.

Peter

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  • #2
This is pretty basic.

When one defines a mapping on a quotient object (which is typically induced by some equivalence relation) one has to make sure the mapping depends only on the equivalence classes themselves, and not "representative elements".

For example, the map:

$f:\Bbb Z_5 \to \Bbb Z_4$ "defined" by $f(a\text{ (mod }5)) = a\text{ (mod }4)$

is not well-defined, because:

$[3]_5 = [8]_5$ but $f([3]_5) = [3]_4$ whereas $f([8]_5) = [0]_4$.

So to prove that $\phi$ is well-defined, we need to show that if:

$a \equiv a'\text{ (mod }m)$
$b \equiv b'\text{ (mod }n)$

that:

$ab \equiv a'b'\text{ (mod }d)$.

Now the first condition means that:

$a - a' = km$ for some $k \in \Bbb Z$, and the second condition means that:
$b - b' = sn$ for some $s \in \Bbb Z$.

Thus:

$ab - a'b' = ab - a'b + a'b - a'b' = (a - a')b + a'(b - b') = kmb + a'sn$.

Since $d|m$ and $d|n$, we have:

$m = td$
$n = ud$ for some (positive) integers $t,u$.

Hence:

$ab - a'b' = kmb + a'sn = k(td)b + a's(ud) = (ktb + a'su)d$

which shows that:

$ab \equiv a'b'\text{ (mod }d)$.
 
  • #3
Peter said:
... The map

\(\displaystyle \phi \ : \ \mathbb{Z} / m \mathbb{Z} \times_\mathbb{Z} \mathbb{Z} / n \mathbb{Z} \to \mathbb{Z} / d \mathbb{Z} \)

defined by

\(\displaystyle \phi (a mod \ m , b mod \ n ) = ab mod \ d \)

is well defined since d divides both m and n. ... ...

This is how the map is being define $\varphi: \mathbb{Z}_m \times \mathbb{Z}_n \to \mathbb{Z}_d$, for $(\alpha,\beta) \in \varphi: \mathbb{Z}_m \times \mathbb{Z}_n \to \mathbb{Z}_d$ we choose representatives $\alpha = [a]_n$ and $\beta = _m$. In other words, $\alpha,\beta$ are classes mod $n$ and $m$ and can be represented by some integer. Then we define $\alpha \beta\in \mathbb{Z}_d$ to be the class mod $d$ that is represented by the integer $ab$. The question here is how do we know that if we picked different representatives in the beginning that we end up in the same class in $\mathbb{Z}_d$?

The next step is to check that this map $\varphi: \mathbb{Z}_m \times \mathbb{Z}_n \to \mathbb{Z}_d$ is bilinear. From here it will follow from the universal property of tensor product that there is a morphism $\psi : \mathbb{Z}_m \otimes \mathbb{Z}_n \to \mathbb{Z}_d $ which is defined by $\psi (a\otimes b) = ab$.
 

FAQ: Tensor Products - D&F page 369 Example 3 - The map phi

What is a tensor product?

A tensor product is a mathematical operation that combines two vector spaces to create a new vector space. It is used to represent the relationships between vectors and their coordinates in different coordinate systems.

What is the significance of D&F page 369 Example 3?

D&F page 369 Example 3 is a specific example of a tensor product that helps to illustrate the concept and applications of tensor products in linear algebra. It involves the map phi, which represents the relationship between two vector spaces and their respective bases.

How is the tensor product represented mathematically?

The tensor product is represented by the symbol ⊗ (a circled times symbol) and is read as "tensor" or "tensor product." It is written as the combination of two vector spaces, V and W, as V ⊗ W.

What does the map phi in D&F page 369 Example 3 represent?

The map phi in D&F page 369 Example 3 represents a linear transformation between two vector spaces, V and W, and their respective bases. It maps a tensor product of vectors from V and W to a new vector space.

How is the tensor product used in scientific research?

The tensor product is used in a variety of scientific fields, including physics, engineering, and computer science. It is used to represent and analyze relationships between vectors and their coordinates in different coordinate systems, making it a useful tool for understanding complex systems and phenomena.

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