Saturation Math Example 3

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Example 3

easy
For f(x)=501+eโˆ’xf(x) = \dfrac{50}{1+e^{-x}}, state the saturation level and the value at x=0x=0. What does the saturation represent physically?

Solution

  1. 1
    Saturation level (horizontal asymptote): limโกxโ†’โˆžf(x)=501+0=50\lim_{x\to\infty}f(x)=\frac{50}{1+0}=50.
  2. 2
    At x=0x=0: f(0)=501+1=25f(0)=\frac{50}{1+1}=25. Physically: 5050 is the maximum capacity the system can reach; growth slows and eventually stops there.

Answer

Saturation at 5050; f(0)=25f(0)=25
The numerator L=50L=50 sets the upper bound that the function asymptotically approaches. At x=0x=0, the logistic function is always at L/2L/2, its inflection point.

About Saturation

Saturation is the phenomenon where a growing quantity approaches a limiting value asymptotically, with the rate of growth decreasing as the limit is approached.

Learn more about Saturation โ†’

More Saturation Examples