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Monotonic Function


A monotonic function is a function which is either entirely nonincreasing or nondecreasing. A real-valued function that is continuous on an interval and differentiable in its interior is nondecreasing if f^'(x)>=0 throughout the interior and nonincreasing if f^'(x)<=0 throughout the interior. These conditions are also necessary for their respective kinds of monotonicity, by the definition of the derivative. The mean-value theorem proves sufficiency without requiring the derivative to be continuous.

A strictly monotonic function is either strictly increasing or strictly decreasing. Thus, for any a<b in its domain, either f(a)<f(b) always holds or f(a)>f(b) always holds. A positive derivative throughout the interior of an interval guarantees strict increase. The strictly increasing function f(x)=x^3 has f^'(0)=0, so strict increase can also occur when the derivative vanishes at an isolated point.

An absolutely monotonic function has nonnegative derivatives of every order on its interval of definition, including order zero, so the function itself must also be nonnegative (Widder 1941, p. 144). Absolute monotonicity therefore implies that the function is nondecreasing, but does not require strict monotonicity. A positive constant function is an example.

The term monotonic may also be used to describe set functions which map elements of the domain to non-decreasing values of the codomain. In particular, if f:X->Y is a set function from a set of sets X to an ordered set Y, then f is said to be monotone if whenever A subset= B as elements of X, f(A)<=f(B). This particular definition comes up frequently in measure theory where many of the families of functions defined (including outer measure, premeasure, and measure) begin by considering monotonic set functions.


See also

Absolutely Monotonic Function, Completely Monotonic Function, Measure, Measure Theory, Monotone, Monotone Decreasing, Monotone Increasing, Nondecreasing Function, Nonincreasing Function, Outer Measure, Premeasure, Set Function, Strictly Decreasing Function, Strictly Increasing Function, Strictly Monotonic Function

Portions of this entry contributed by Christopher Stover

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References

Royden, H. L. and Fitzpatrick, P. M. Real Analysis, 4th ed. Boston, MA: Pearson-Prentice Hall, 2010.Widder, D. V. Ch. 4 in The Laplace Transform. Princeton, NJ: Princeton University Press, 1941.

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Monotonic Function

Cite this as:

Weisstein, Eric W., with contributions by Christopher Stover. "Monotonic Function." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/MonotonicFunction.html

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