Prove Metric Space: d_p Not Metric when p < 1

Click For Summary
SUMMARY

The discussion centers on proving that the function \( d_p(\boldsymbol{x}, \boldsymbol{y}) = \left[ \sum^n_{i=1} |x_i - y_i|^p \right]^{\frac{1}{p}} \) is not a metric when \( p < 1 \). Participants highlight that while textbooks confirm \( d_p \) is a metric for \( p \geq 1 \), they do not address the case for \( p < 1 \). The key to the proof lies in demonstrating that the triangle inequality fails for \( p < 1 \), which is essential for a function to qualify as a metric.

PREREQUISITES
  • Understanding of metric spaces and their properties
  • Familiarity with the triangle inequality
  • Basic knowledge of real analysis
  • Experience with mathematical proofs and counterexamples
NEXT STEPS
  • Study the properties of metrics, focusing on the triangle inequality
  • Explore examples of metrics in real analysis, particularly the \( L^p \) spaces
  • Investigate the implications of \( p \) values on metric properties
  • Review proofs related to metrics for \( p \geq 1 \) to contrast with the case of \( p < 1 \)
USEFUL FOR

Mathematics students, educators, and researchers interested in metric spaces, particularly those exploring the nuances of \( L^p \) spaces and their properties.

complexnumber
Messages
61
Reaction score
0

Homework Statement



Let [tex]X = \mathbb{R}^n[/tex] be equipped with the metric
[tex] d_p(\boldsymbol{x}, \boldsymbol{y}) := \left[ \sum^n_{i=1} |x_i<br /> - y_i|^p \right]^{\frac{1}{p}}, p \geq 1[/tex]

Homework Equations



Show that if [tex]p < 1[/tex] then [tex]d_p[/tex] is not a metric.

The Attempt at a Solution



I don't know what approach I should take. The textbooks have proofs showing that when [tex]p \geq 1[/tex] the function [tex]d_p[/tex] is a metric but only uses [tex]p[/tex] in the equation [tex]\displaystyle \frac{1}{p} + \frac{1}{q} = 1[/tex]. Can someone give me a hint where I should start?
 
Physics news on Phys.org
Trying specific examples is often useful.
 
I still can't figure out. Can you give me more hint?
 

Similar threads

  • · Replies 7 ·
Replies
7
Views
1K
  • · Replies 19 ·
Replies
19
Views
3K
  • · Replies 8 ·
Replies
8
Views
1K
  • · Replies 3 ·
Replies
3
Views
2K
Replies
9
Views
3K
  • · Replies 7 ·
Replies
7
Views
2K
Replies
6
Views
4K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 13 ·
Replies
13
Views
2K