Gaussian Function Properties
Why Gaussian?
Boltzmann Energy Distribution in Potential WellSearch Spectral Audio Signal Processing
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The local minimum of a potential should look roughly like a parabola
(
), so the equilibrium distribution of a gas sitting in a
potential well should be
.
There is a direct proof (Lagrange multipliers) that says that a
Gaussian probability distribution has the highest entropy of any with
a fixed mean and standard deviation, which (since that's fixing
and
if X is the random variable) is just a quadratic
potential well again.
