Distinguishing things by relations

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In summary, "distinguishing things by relations" is the process of identifying and understanding the connections or relationships between different objects or concepts. It is important in scientific research because it allows for a deeper understanding of the world and can help solve real-world problems. Scientists use various methods and tools to distinguish things by relations, and examples include studying the relationship between temperature and chemical reactions and examining the connection between genetic variations and diseases. By identifying and analyzing these relationships, scientists can develop more effective solutions and interventions for real-world problems.
  • #1
Stephen Tashi
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What math is useful for distinguishing and classifying things based only on relations they satisfy?

For example the relation ##R_1 = \{(a,b), (b,a)\}## isn't useful for distinguishing "a" from "b" while the relation ##R_2 = \{(a,b), (c,b) \}## let's us distinguish "b" by the description "The thing that has two other things ##R_2## related to it".

In a more general case, we could have sets of symbols that satisfy more than one relation - or even infinite sets of symbols.
 
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  • #2
I wonder if the following is as general as one can be for a single relation R.

For any set U be a set let ##U^*=\bigcup_{k=1}^\infty U^k##.
Let ##S## be the set of elements we are interested in distinguishing.
Let ##D'=\mathbb \{0,1\}^*\times S\times S\times S^*## and let ##D## be the subset of elements ##(\vec b,u,v,\vec w)## of ##D'## such that ##\vec b## and ##\vec w## have the same length.

Define ##f: D \to S^*## such that ##f(\vec b,u,v,\vec w)## is what we get by starting with ##\vec w## and, for each ##k\in \{1,...,\mathrm{length}( \vec w)\}## replacing the ##k##th element by ##v## iff that element is ##u## and ##b_k=1##.

##f## is the most general form of substitution function and gives all the possible ways of substituting one or more instance of one element for another in a tuple ##\vec w##.

Then we can say that ##k##-ary relation ##R## on ##S## distinguishes elements ##u,v\in S## iff there exists some ##\vec b\in \{0,1\}^k## and ##\vec w\in S^k## such that
$$\vec w\in R \wedge ( f(\vec b,u,v,\vec w)\notin R \vee f(\vec b,v,u,\vec w)\notin R)$$

In words, the relation distinguishes u and v if there is some tuple ##\vec w## in the relation such that when we replace one or more of the occurrences of u (or v) by the other, the modified tuple is no longer in the relation.

To generalise further, given a set H of relations on R, we can say that H distinguishes elements u, v if there is some relation R in H that distinguishes u and v.

EDIT: I realized we can simplify the criterion for a relation R distinguishing two elements - so that it only requires a single element switch. Let ##K'=\mathbb N\times S\times S^*## and let ##K## be the subset of elements ##(n,u,v,\vec w)\in K'## such that ##n\leq \mathrm{length}(\vec w)##. Then define function ##g:K\to S^*## such that ##g(n,v,\vec w)## is ##\vec w## with the ##n##th element replaced by ##v##. Then it is reasonably straightforward to prove that relation R distinguishes ##u,v\in S## under the definition above iff there exists ##\vec w\in S^*## and ##n\leq \mathrm{length}(\vec w)## such that the ##n##th component of ##\vec w## is ##u## or ##v## and

$$\vec w\in R \wedge ( g(n,v,\vec w)\notin R \vee g(n,u,\vec w)\notin R)$$

In words, ##\vec w## is in the relation but if we replace the ##n##th element of it by whichever of u,v it is not, it is no longer in the relation.
 
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  • #3
I'm not sure about the notation "##\wedge##" , "##\vee##" in that definition. Do they mean "and" and "or" ?

If a ternary relation contains (a,b,b), does the definition consider replacing only one occurrence of the "b" by "c". i.e. Do we consider the possibility (a,b,c) as well as (a,c,c) ?

Can we get a good definition by applying group theory? The path would be:
1) Define what it means for two relations to be homomorphic
2) Use that definition to define what it means for two relations to be isomorphic
3) Those definitions imply a definition of an automorphism of relation
4) Define a set of S things that appear as members of a relation R to be "of the same R-class" iff each permutation of an ordered set of those things induces an automorphism on R.

The general idea is that if ##R_1## is a relation on ##S_1## things and ##R_2## is a relation on ##S_2## things then any function ##g: S_1 \rightarrow S_2## can be applied to the tuples of ##R_1## "term by term" to define a
new relation. Denote that new relation by ##g(R_1)##. Define "R_2 is homomorphic to R_1" to mean that there exists a function ##g:S_1 \rightarrow S_2## such that ##g(R_1) = R_2##.

That definition is general enough to make ##R_x = \{(c,c)\}## homomorphic to ##R_1 = \{(a,b),(b,a)\}## via the mapping ##g(a) = c, \ g(b) = c##. That definition wouldn't allow any 1-ary or ternary relation to be homomorphic to ##R_1##.
 
  • #4
Stephen Tashi said:
I'm not sure about the notation "##\wedge##" , "##\vee##" in that definition. Do they mean "and" and "or" ?
Yes that's right.
If a ternary relation contains (a,b,b), does the definition consider replacing only one occurrence of the "b" by "c". i.e. Do we consider the possibility (a,b,c) as well as (a,c,c) ?
Yes.
##(a,b,c)=f(\ (0,0,1),\ b,\ c,\ (a,b,b)\ )## (replace b by c if it occurs in the third component)
##(a,c,c)=f(\ (0,1,1),\ b,\ c,\ (a,b,b)\ )## (replace b by c wherever it occurs in either of the second or third components)

Using the simpler function ##g## defined in the 'EDIT', we can write these as:
##(a,b,c) = g(\ 3,\ c,\ (a,b,b)\ )## (replace 3rd element by c)
##(a,c,c) = g(\ 3,\ c,\ g(\ 2,\ c,\ (a,b,b)\ )\ )## (replace 2nd element by c, then replace 3rd element by c)
 

FAQ: Distinguishing things by relations

What is the definition of "distinguishing things by relations"?

"Distinguishing things by relations" is the process of identifying and understanding the connections or relationships between different objects or concepts. It involves analyzing how different elements are related to each other and how these relationships impact their properties and behaviors.

Why is it important to distinguish things by relations in scientific research?

Distinguishing things by relations is crucial in scientific research because it allows us to gain a deeper understanding of the world around us. By identifying and studying the connections between different elements, we can uncover new insights and make more accurate predictions about how things will behave in different situations.

How do scientists go about distinguishing things by relations?

Scientists use various methods and techniques to distinguish things by relations, such as experimental studies, observations, and data analysis. They also use tools like graphs, models, and diagrams to visualize and better understand the relationships between different elements.

What are some examples of distinguishing things by relations in scientific studies?

One example is studying the relationship between temperature and the rate of chemical reactions. Another example is examining how different genetic variations are related to certain diseases. Additionally, scientists often explore how different environmental factors are connected to changes in ecosystems.

How can distinguishing things by relations help us solve real-world problems?

Distinguishing things by relations can provide us with a better understanding of complex systems and help us solve real-world problems. By identifying and analyzing the connections between different elements, we can develop more effective solutions and interventions. For example, understanding the relationship between air pollution and respiratory diseases can help us develop better strategies for reducing pollution and improving public health.

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