Composite of increasing functions is increasing: Difference between revisions

Latest revision as of 03:49, 18 December 2011

Statement

Statement for two functions

Suppose $f$ and $g$ are both functions of one variable that are increasing functions on their respective domains. Consider the composite of two functions $f\circ g$ . This is also an increasing function on its domain.

Note that the statement makes no assumptions about the continuity or differentiability of the functions or even the nature of their domains. In fact, we do not even require that the domains and ranges be subsets of the real numbers, but only require that they be totally ordered sets so that the notion of increasing makes sense.

Statement for multiple functions

Fill this in later

Related facts

Related facts about composites of functions

Related facts about increasing functions

Proof

Proof for two functions

Given: $f$ and $g$ are increasing functions. $x_{1}<x_{2}$ are both in the domain of the composite function $f\circ g$ .

To prove: $(f\circ g)(x_{1})<(f\circ g)(x_{2})$ .

Proof:

Step no.	Assertion	Given data used	Previous steps used	Explanation
1	$g(x_{1})<g(x_{2})$	$g$ is increasing $x_{1}<x_{2}$		apply definition of increasing
2	$f(g(x_{1}))<f(g(x_{2}))$	$f$ is increasing	Step (1)	apply definition of increasing to inputs $g(x_{1}),g(x_{2})$ , use Step (1).
3	$(f\circ g)(x_{1})<(f\circ g)(x_{2})$		Step (2)	Just rewrite Step (2) in terms of composite function, using the definition of composite function.

Compatibility with chain rule for differentiation

In case both the functions $f$ and $g$ are differentiable, then we can check that the statement is compatible with the chain rule for differentiation. In fact, the chain rule for differentiation can also be used to furnish an alternative proof in this case, though we have to deal carefully with the case of zero derivative.

Note that:

$\!(f\circ g)'(x)=f'(g(x))g'(x)$

In particular

If both $\!f'$ and $\!g'$ are positive everywhere on their domain, so is $\!(f\circ g)'$ .
If both $\!f'$ and $\!g'$ are nonnegative everywhere on their domain, so is $\!(f\circ g)'$ .

These almost prove that a composite of increasing differentiable functions is increasing.

@@ Line 3: / Line 3: @@
 ===Statement for two functions===
-Suppose <math>f</math> and <math>g</math> are both [[function]]s of one variable that are [[increasing function]]s on their respective [[domain]]s. Consider the [[composite of two functions]] <math>f \circ g</math>. This is also an increasing function on its domain.
+Suppose <math>f</math> and <math>g</math> are both [[function]]s of one variable that are [[fact about::increasing function]]s on their respective [[domain]]s. Consider the [[fact about::composite of two functions]] <math>f \circ g</math>. This is also an increasing function on its domain.
 Note that the statement makes ''no'' assumptions about the continuity or differentiability of the functions or even the nature of their domains. In fact, we do not even require that the domains and ranges be subsets of the real numbers, but only require that they be totally ordered sets so that the notion of ''increasing'' makes sense.
@@ Line 13: / Line 13: @@
 ==Related facts==
+===Related facts about composites of functions===
 * [[Composite of two decreasing functions is increasing]]
 * [[Composite of one-one functions is one-one]]
+===Related facts about increasing functions===
+* [[Inverse of increasing function is increasing]]
 * [[Increasing functions form a cone in a vector space]]
 * [[Product of increasing functions need not be increasing]]
@@ Line 37: / Line 42: @@
 | 3 || <math>(f \circ g)(x_1) < (f \circ g)(x_2)</math> || || Step (2) || Just rewrite Step (2) in terms of composite function, using the definition of composite function.
 |}
+===Compatibility with chain rule for differentiation===
+In case both the functions <math>f</math> and <math>g</math> are differentiable, then we can check that the statement is compatible with the [[chain rule for differentiation]]. In fact, the chain rule for differentiation can also be used to furnish an alternative proof in this case, though we have to deal carefully with the case of zero derivative.
+Note that:
+<math>\! (f \circ g)'(x) = f'(g(x))g'(x)</math>
+In particular
+* If both <math>\! f'</math> and <math>\! g'</math> are positive everywhere on their domain, so is <math>\! (f \circ g)'</math>.
+* If both <math>\! f'</math> and <math>\! g'</math> are nonnegative everywhere on their domain, so is <math>\! (f \circ g)'</math>.
+These ''almost'' prove that a composite of increasing differentiable functions is increasing.