# Nonlinear finite elements/Functions

-- Back to Nonlinear finite elements --

There are certain terms involving relationships between functions that you will often encounter in papers dealing with finite elements and continuum mechanics. We list some of the basic terms that you will see. More details can be found in books on advanced calculus and functional analysis.

## Contents

- 1 Functions
- 2 Domain and Range
- 3 One-to-one mapping (injection)
- 4 Onto mapping (surjection)
- 5 One-to-one and onto mapping (bijection)
- 6 Image, pre-image, and inverse functions
- 7 Identity map
- 8 Composition
- 9 Isomorphism and Homeomorphism
- 10 Continuously differentiable functions
- 11 Sobolev spaces of functions

## Functions[edit]

Let and be two sets. A function is a rule that assigns to each an element of . A function is usually denoted by

Sometimes, one also writes

For example, if the function is , then we may write .

## Domain and Range[edit]

For a function , the set is called the
* domain* of . See Figure 1.

The * range* of is the set

Therefore, .

## One-to-one mapping (injection)[edit]

A function is called * one-to-one*
(or an * injection*) if no two distinct elements of are mapped to
the same element of .

## Onto mapping (surjection)[edit]

A function is called * onto* if for every
there is an such that .

If that case, .

## One-to-one and onto mapping (bijection)[edit]

When a mapping is both one-to-one and onto it is called a * bijection*.
For example, if and with

the map is one-to-one and onto.

On the other hand if

the map is one-to-one but not onto.

If we choose

the map is neither one-to-one nor onto.

## Image, pre-image, and inverse functions[edit]

Suppose we have a function . Let be a subset of (see Figure~1). Let us define

Then, is called the * image* of .

On the other hand, if is a subset of and we define

Then, is called the * inverse image* or * pre-image*
of .

If is * one-to-one and onto*, then there is a
unique function such that

The function is called an * inverse function* of .

## Identity map[edit]

The map such that for all is called
the * identity map*. This map is one-to-one and onto.

## Composition[edit]

A notation that you will commonly see in papers on nonlinear solid
mechanics is the * composition* of two functions. See
Figure 2.

Let and be two functions such that and
. The * composition* is
defined as

Let us consider a stretch () followed by a translation (). Then we can write and .

The composition is given by

The inverse composition is given by

## Isomorphism and Homeomorphism[edit]

You will also come across the terms * isomorphism* and * homeomorphism*
in the literature on nonlinear solid mechanics.

* Isomorphism* is a very general concept that appears in several areas of
mathematics. The word means, roughly, "equal shapes". It usually refers
to one-to-one and onto maps that preserve relations among elements.

A * homeomorphism* is a continuous transformation between two geometric
figures that is continuous in both directions. The map has to be
one-to-one to be homeomorphic. It also has to satisfy the requirements
on an equivalence relation.

## Continuously differentiable functions[edit]

A function

is said to be * -times continuous differentiable* or *of class *
if its derivatives of order (where ) exist and are
continuous functions.

Figure 3 shows three functions (, , ) and their derivatives.

### Functions[edit]

The function is called the * Heaviside step function* (usually
written ) which is defined as

The derivative of the Heaviside function is the * Dirac delta function*
(written ) which has the defining property that

for any function and any constant . The delta function is singular and discontinuous. Hence, the Heaviside function is not continuously differentiable. Sometimes the Heaviside function is said to belong to the class of functions.

### Functions[edit]

The function in Figure 3 (also called a * hat *
function) is continuous but has discontinuous derivatives. In this
particular case, the function has the form

Such functions that are differentiable only once are called functions.

### Functions[edit]

The function in Figure 3 is infinitely differentiable and has continuous derivatives every time it is differentiable. Such functions are called functions. Since the function can be differentiated once to give a continuous derivative, it also falls into the category of functions.

## Sobolev spaces of functions[edit]

You will find Sobolev spaces being mentioned when you read the finite
element literature. A clear understanding of these function spaces
needs a knowledge of functional analysis. The book *Introduction to Functional Analysis with Applications to Boundary Value Problems and Finite Elements* by B. Daya Reddy is a good starting point that is
just right for engineers. We will not get into the details here.

Of particular interest in finite element analysis are Sobolev spaces of functions such as

where

The function space is the space of **square integrable**
functions**.**

Of interest to us is an outcome of * Sobolev's theorem* which says that
if a function is of class then it is actually a bounded
function. If we choose our basis functions from the set of square
integrable functions with continuous derivatives, certain singularities
are automatically precluded.