Which Conditions Define a Valid Metric on a Set?

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SUMMARY

The discussion centers on identifying valid metrics on a set S based on specific transformations of an existing metric d. The participants ruled out options A (4 + d) and C (d - |d|) due to violations of the metric properties, specifically the requirement that d(x,x) equals 0. The correct answer identified is E (square root of d), which satisfies all metric conditions. Options B (ed + 1) and D (d²) were dismissed due to failures in the triangle inequality, despite meeting the first two axioms of a metric.

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  • Understanding of metric space concepts
  • Familiarity with the properties of metrics (non-negativity, identity of indiscernibles, symmetry, triangle inequality)
  • Basic knowledge of mathematical transformations and their implications
  • Ability to analyze algebraic expressions in the context of metric properties
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  • Study the properties of metrics in detail, focusing on the triangle inequality
  • Explore the implications of transformations on metrics, such as scaling and squaring
  • Learn about metric spaces and their applications in real analysis
  • Investigate examples of valid and invalid metrics beyond the discussed transformations
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Mathematics students, educators, and anyone studying metric spaces or real analysis will benefit from this discussion, particularly those interested in the properties and definitions of metrics.

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Homework Statement



For every set S and every metric d on S, which of the following is a metric on S?
A. 4 + d
B. ed + 1
C. d - |d|
D. d2
E. square root of d

Homework Equations


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The Attempt at a Solution


I've ruled out A. because d(x,x) does not equal 0. I've ruled out C. because it's always equal to 0, even when x does not equal y for d(x,y). The correct answer is E. I can't figure out why B. and D. are not metrics.

For B., ed - 1 is greater than or equal to 0 for all d, is only 0 for d(x,x), d(x,y) = d(y,x), and it's true that d(x,z) is less than or equal to d(x,y)+d(y,z) for all x,y,z in S, and the same is true for answer D...I'm wondering if I'm missing something in the definition of a metric? I know that it is a map to the set of real numbers, so I'm not sure what "every set S" means.
 
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E is obviously the correct answer because if [tex]\rho =\sqrt{d}[/tex]

[tex] \begin{array}{rcl}<br /> \rho^{2}(x,y) & \leqslant & \rho^{2}(x,z)+\rho^{2}(z,y) \\<br /> & \leqslant & \rho^{2}(x,z)+\rho^{2}(z,y)+2\rho (x,z)\rho (z,y) \\<br /> & = & (\rho (x,z)+\rho (z,y))^{2}<br /> \end{array}[/tex]

and so:

[tex] \rho (x,y)\leqslant \rho (x,z)+\rho (z,y)[/tex]

For B and D both the first two axioms, clearly hold, so B(x,x)=0 and B(x,y)=B(y,x), likewise for D, so the way that they fail of for the triangle inequality, squaring the triangle inequality for d, shows that the triangle inequality does not hold for D, as for B, the algebra is so horrible that it clearly can't hold.
 

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