I'm trying to do this problem. Let be $\rho (x,y) $ a metric on X. Prove that $$\rho _1 (x,y)=\frac{\rho (x,y)}{1+\rho (x,y)}$$
is a metric on $X$.
I have problems to prove the triangle inequality because I have this:
I know that $\rho (x,y) $ is a metric $\Rightarrow $ $\rho (x,z)\leq \rho (x,y)+\rho (y,z)$ then $ \frac{1}{\rho (x,z) }\geq \frac{1}{\rho (x,y)+\rho (y,z)}$ and the inequality changes, I need to conserve it, can someone help me please?.
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Martin Sleziak
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Aris Soria
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This question has been asked before several times on this site. Two examples I was able to find quickly: http://math.stackexchange.com/questions/309198/if-d-is-a-metric-then-d-1d-is-also-a-metric, http://math.stackexchange.com/questions/686792/showing-rho-x-y-fracdx-y1dx-y-is-a-metric-space and – Martin Sleziak Sep 29 '15 at 05:53
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Firstly, from $\rho(x,z)\le \rho (x,y)+\rho(y,z)$ you can conclude that $\frac{1}{\rho(x,z)}\ge \frac{1}{\rho (x,y)+\rho(y,z)}$, but absolutely not the inequality you wrote. A hint to solve the exercise is to think of it more generally. Seek conditions on a function $f\colon \mathbb R_+ \to \mathbb R_+$ that will guarantee that if $\rho$ is a metric on some set, then $\tau(x,y)=f(\rho(x,y))$ is also a metric. Your case is $f(t)=\frac{t}{1+t}$. Hint: concavity!
Ittay Weiss
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