Understanding of the Metric Space axioms - (axiom 2 only)

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SUMMARY

The discussion centers on the second axiom of metric spaces, specifically the condition that the distance between two points is zero if and only if the points are identical. Participants clarify that this axiom can be demonstrated using the modulus function, particularly in the context of the real numbers, where the distance is defined as ##d_1(x,y) = |x - y|##. The conversation also highlights the importance of proving both directions of the "if and only if" statement to establish that the axiom holds true. Misunderstandings regarding the definitions of distance in different contexts, such as 2D planes versus real numbers, are addressed.

PREREQUISITES
  • Understanding of metric spaces and their axioms
  • Familiarity with the modulus function and its properties
  • Basic knowledge of real analysis, particularly the properties of real numbers
  • Concept of distance functions in various mathematical contexts
NEXT STEPS
  • Study the properties of metric spaces, focusing on all four axioms
  • Learn how to prove properties of distance functions, specifically the "if and only if" conditions
  • Explore the implications of metric spaces in real analysis and topology
  • Investigate the relationship between metric spaces and other mathematical concepts, such as tensors in general relativity
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Mathematicians, students of real analysis, and anyone interested in the foundational concepts of metric spaces and their applications in various fields of mathematics.

chwala
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Homework Statement
See below
Relevant Equations
Metric spaces
Am refreshing on Metric spaces been a while...

Consider the axioms below;
1. ##d(x,y)≥0## ∀ ##x, y ∈ X## - distance between two points
2. ## d(x,y) =0## iff ##x=y##, ∀ ##x,y ∈ X##
3.##d(x,y)=d(y,x)## ∀##x, y ∈ X## - symmetry
3. ##d(x,y)≤d(x,z)+d(z,y)## ∀##x, y,z ∈ X## - triangle inequality

The proofs are clear to me, i just read on that. I wanted to check how to show that axiom ##2## holds...
My take is given set ##R## with usual metric si defined by,
##d_1(x,y)##=##|x-y|##, ∀ ##x, y ∈ X##, then ##d_1(x,y)##= ##\sqrt {(x-x)^2+(x-x)^2}## since ##x=y##
 
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Axioms cannot be proven by definition.

What you can do is to prove that some construction satisfies some set of axioms.
 
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chwala said:
The proofs are clear to me, i just read on that. IU wanted to ask if we could prove axiom ##2## with
given set ##R## with usual metric,
##d_1(x,y)##=Modulus ##x-y## ##x, y ∈ X##, then ##d_1(x,y)##= ##\sqrt {(x-x)^2+(x-x)^2}## since ##x=y##
I'm not sure what you are doing there. Axiom 2 for ##\mathbb R## says:
$$|x - y| = 0 \ \text{iff} \ \ x = y$$That can be proved from the definition of the modulus.

Hint: without loss of generality assume ##x \ge y##.
 
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Trying to simply show or state that if ##x=y##, then the distance between the two points in a ##2D## plane is equal to 0. You're saying that is wrong?
 
Orodruin said:
Axioms cannot be proven by definition.

What you can do is to prove that some construction satisfies some set of axioms.
That's what I meant...learning point...I may need to amend thread title...
 
chwala said:
Trying to simply show or state that if ##x=y##, then the distance between the two points in a 2D plane is equal to 0. You're saying that is wrong?
You're confusing ##d(x, y)##, where ##x, y \in \mathbb R## and ##d(r_1, r_2)## where ##r_1 = (x_1, y_1)## etc. are points in the plane.
 
PeroK said:
You're confusing ##d(x, y)##, where ##x, y \in \mathbb R## and ##d(r_1, r_2)## where ##r_1 = (x_1, y_1)## etc. are points in the plane.
I've seen that...let me look at it again...you are right. Thanks Perok.
 
Note that:$$d(x,y) = | x - y|$$ and$$d(r_1, r_2) = ||r_1 - r_2|| = \sqrt{(x_1 - x_2)^2 + (y_1-y_2)^2}$$
 
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But if indeed ##x=y##, then it follows that ##x## and ##y## are one and same point...we then have ##(x_1, y_1)= (x_2,y_2)## whose Modulus is equal to 0...clarify on this. Thanks.
 
  • #10
chwala said:
But if indeed ##x=y##, then it follows that ##x## and ##y## are one and same point...we then have ##(x_1, y_1)= (x_2,y_2)## whose Modulus is equal to 0...clarify on this. Thanks.
Yes, but it's "if and only if". You need to show that if ##|x - y| = 0##, then ##x = y##.
 
  • #11
PeroK said:
Yes, but it's "if and only if". You need to show that if ##|x - y| = 0##, then ##x = y##.
That is exactly what i wanted to state from post ##1##,
##d_1(x,y)##=##|x-y|## ∀##x, y ∈ X##,
then if ##x=y##, and given that ##x=(m_1,n_1)##, then ##y=m_1,n_1##. It follows that
##d_1(x,y)##= ##\sqrt {(m_1-m_1)^2+(n_1-n_1)^2}##=##\sqrt {(0)^2+(0)^2}=0##
 
  • #12
chwala said:
That is exactly what i wanted to state from post ##1##,
##d_1(x,y)##=##|x-y|## ∀##x, y ∈ X##,
then if ##x=y##, and given that ##x=(m_1,n_1)##, then ##y=m_1,n_1##. It follows that
##d_1(x,y)##= ##\sqrt {(m_1-m_1)^2+(n_1-n_1)^2}##=##\sqrt {(0)^2+(0)^2}=0##
You still haven't shown the converse.
 
  • #13
PeroK said:
You still haven't shown the converse.
You mean for ##y=x##, then we shall have,
##d_1(y,x)##= ##\sqrt {(n_1-n_1)^2+(m_1-m_1)^2}##=##\sqrt {(0)^2+(0)^2}=0##

implying property on Commutativity holds...
 
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  • #14
chwala said:
You mean for ##y=x##, then we shall have,
##d_1(y,x)##= ##\sqrt {(n_1-n_1)^2+(m_1-m_1)^2}##=##\sqrt {(0)^2+(0)^2}=0##

implying property on Commutativity holds...
No, I mean that you must show that ##d(x, y) = 0 \ \Rightarrow \ x = y##.

Take ##d(x, y) = \sin^2(x - y)##. Clearly, ##d(x,x) = 0##, but ##d## is not a metric, as ##\sin^2(x-y) = 0 \not \Rightarrow \ x = y##.
 
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  • #15
PeroK said:
No, I mean that you must show that ##d(x, y) = 0 \ \Rightarrow \ x = y##.

Take ##d(x, y) = \sin^2(x - y)##. Clearly, ##d(x,x) = 0##, but ##d## is not a metric, as ##\sin^2(x-y) = 0 \not \Rightarrow \ x = y##.
If i am getting you right by converse we are trying to establish the fact that the axiom only holds for ##(x,y)## if and only if ##d## is a Metric (the distance function) ... otherwise it won't hold...
 
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  • #16
chwala said:
If i am getting you right by converse we are trying to establish the fact that the axiom only holds for ##(x,y)## if and only if ##d## is a Metric ...otherwise it won't hold...
It might be best if you accept that ##|x-y|## is a metric and not try to prove it.
 
  • #17
PeroK said:
It might be best if you accept that ##|x-y|## is a metric and not try to prove it.
OK...let me refresh on this...Pure Maths is not for the faint hearted:smile:...its
many years since i looked at this...Ring theory, Real Analysis etc ...time to look at them.
Cheers Perok!
 
  • #18
@PeroK Can you please give us a little big picture of relation between General Relativity and Metric Spaces?
 
  • #19
Hall said:
@PeroK Can you please give us a little big picture of relation between General Relativity and Metric Spaces?
Different sort of metric!
 
  • #20
Hall said:
@PeroK Can you please give us a little big picture of relation between General Relativity and Metric Spaces?
Two different world's...you are talking of tensors man...
 
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