Interpretation of categorical construction

In summary, the conversation discusses the concept of natural transformations and functor valued functors. The defining characteristic of a natural transformation is that it transforms morphisms into morphisms, extending the function between objects of categories to morphisms. It is important to distinguish between different levels when operating on them. The conversation also mentions the possibility of defining an "outer product" of two categories, but the speaker is looking for a more concrete example of this concept.
  • #1
Hurkyl
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The other day, I (once again) decided that I simply don't understand natural transformations. (Or functor valued functors, for that matter... which greatly disturbs me because I'm usually quite comfortable with function valued functions)

So, I sat down to try and figure them out, and I stumbled across this...

Suppose I have functors F, G:A→B.

The defining charactersitic is that if η:F→G is a natural transformation, and f:A→B is a morphism of A, then:

Code:
      η(A)
F(A) ------> G(A)
 |            |
 |F(f)        |G(f)
 |            |
 V    η(B)    V
F(B) ------> G(B)

Eventually it struck me to write everything in terms of the morphism f and natural transformation η. That is, replace the functors and objects with the appropriate "source" and "target" operations:

Code:
                η(src f)
(src η)(src f) ----------> (tgt η)(src f)
     |                      |
     | (src η)(f)           | (tgt η)(f)
     |          η(tgt f)    |
(srg η)(tgt f) ----------> (tgt η)(tgt f)

Where, for example, src f = A, and tgt η = G.

This is a wonderfully symmetric diagram, which eventually made me realize that the objects of A can be regarded as functors from the functor category Funct(A, B) to B, and the morphisms of A would be the corresponding natural transformations.

I.E., there's a functor A→Funct(Funct(A, B), B).

But more interestingly, it seems to suggest that it should make sense to define the product ηf as the above commutative diagram. Then if η is an identity natural transformation (and thus a functor), ηf is simply the evaluation of the functor. Similarly, if f is an identity morphism (and thus an object), then ηf is simply the component of the natural transformation at that object.

Generalizing, it seems to make sense to talk about the "outer product" of two categories A and B.

Such a "category" (call it C) would be composed of the pairs (a, b) where a is a morphism of A and b is a morphism of B. We have two compositions that could possibly be defined: (a, b)(c, b) = (ac, b) and (a, b)(a, c) = (a, bc)

(I'll start writing capital letters for objects, aka identity morphisms)

(A, B) is an object of C.
(a, B) and (A, b) are "morphisms" of this category, the left and the right morphisms. Unless I've made a silly mistake, either on their own would give a category.

But there's a third type of thing in the "category", we have the things of the form (a, b) which are the commutative squares, and they can be composed if they share a side.


It seems to me that this should be something useful, but I've been having trouble coming up with any actual examples that correspond to ordinary, everyday things like groups or vector spaces...

So I'm wondering if anyone else can offer up a useful interpretation of this sort of thing... or maybe give a better definition of what sort of thing the product of a natural transformation and a morphism ought to be. :smile:
 
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  • #2
I got lost when source and target were given. For example is not a good definition.
A natural transformation of functors is given if it transforms morphisms into morphisms, i.e. if it extends naturally - will say without extra instructions - the function between objects of categories to morphisms of these categories.

It is the same as on category level, only on the first meta-level. As soon as one operates on different levels, it is extremely important to distinguish those levels, preferably by notation, i.e. different alphabets, not source or target.
 

1. What is the definition of categorical construction?

Categorical construction is a process of organizing and classifying objects or data into distinct categories based on their shared characteristics or attributes. It involves identifying commonalities and differences among objects or data and creating a system to group them together.

2. What is the importance of categorical construction in scientific research?

Categorical construction is crucial in scientific research as it allows researchers to analyze and interpret data more efficiently. By categorizing data, patterns and trends can be easily identified, and relationships between variables can be examined. It also helps in making comparisons and drawing conclusions from the data.

3. What are the steps involved in categorical construction?

The process of categorical construction involves several steps, including identifying the purpose of categorization, choosing relevant variables, determining the number and type of categories, organizing the data into groups, and validating the categories through statistical analysis.

4. How do you ensure the validity and reliability of categorical construction?

To ensure the validity and reliability of categorical construction, it is essential to have a clear and well-defined purpose for the categorization, use relevant and accurate variables, and have a sufficient sample size. It is also crucial to have a systematic and consistent approach to organizing the data and using appropriate statistical techniques for validation.

5. How does categorical construction differ from other methods of data analysis?

Categorical construction differs from other methods of data analysis, such as numerical analysis, as it focuses on grouping data into categories rather than calculating numerical values. It is also more subjective, as it involves making decisions about how to group data based on the researcher's judgment and knowledge of the subject matter.

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