Curvature for Markov chains in discrete spaces

36 Views Asked by At

I'm currently reading some papers regarding curvature for markov chains in disrecte spaces, which is not my main field in mathematics and got a question. In the paper of Frank Bauer, Paul Horn, Yong Lin, Gabor Lippner, Dan Mangoubi and Shing-Tung Yau with the name Li-Yau inequality on graphs (https://arxiv.org/abs/1306.2561) it is written on page 6 just before Definition 3.9 that "this motivates the following key modification of the CD-inequality".

But I don't see why. How does this equality (3.8) motivates the extra term $- \Gamma \left(f, \frac{\Gamma(f)}{f}\right)$ in the definition of the exponential curvature condition? Especially regarding the fact that in the equality there are square roots.

I think one can show that the equality proves $\frac{\Gamma(f)}{f} = 4\Gamma(\sqrt(f))$ but this seems not helping either.

Thanks for your help!