Logistic function

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Definition

The logistic function is a function with domain R and range the open interval (0,1), defined as:

x11+ex

Equivalently, it can be written as:

xexex+1

For this page, we will denote the function by the letter g.

Functional equation

The logistic function g has the property that its graph y=g(x) has symmetry about the point (0,1/2). Explicitly, it satisfies the functional equation:

g(x)+g(x)=1

Key data

Item Value
default domain all of R, i.e., all reals
range the open interval (0,1), i.e., the set {x0x1}
derivative the derivative is ex(1+ex)2.
If we denote the logistic function by the letter g, then we can also write the derivative as g(x)=g(x)g(x)=g(x)(1g(x))
second derivative If we denote the logistic function by the letter g, then we can also write the derivative as g(x)=g(x)g(x)=g(x)(1g(x))(12g(x))
logarithmic derivative the logarithmic derivative is ex1+ex
If we denote the logistic function by g, the logarithmic derivative is g(x)
critical points none
local maximal values and points of attainment none
local minimum values and points of attainment none
intervals of interest increasing and concave up on (,0)
increasing and concave down on (0,)
horizontal asymptotes asymptote at y=0 corresponding to the limit for x
asymptote at y=1 corresponding to the limit for x