function

Declare function name, inputs, and outputs

Syntax

function [y1,...,yN] = myfun(x1,...,xM)

Description

function [y1,...,yN] = myfun(x1,...,xM) declares a function named myfun that accepts inputs x1,...,xM and returns outputs y1,...,yN. This declaration statement must be the first executable line of the function. Valid function names begin with an alphabetic character, and can contain letters, numbers, or underscores.

With one output, brackets are optional: function y = myfun(x1,...,xM)
With no outputs, omit the equal sign: function myfun(x1,...,xM)
With no inputs, parentheses are optional: function [y1,...,yN] = myfun

You can save your function:

In a function file which contains only function definitions. The name of the file must match the name of the first function in the file.
In a script file which contains commands and function definitions. Script files cannot have the same name as a function in the file.
Before R2024a: Local functions in scripts must be defined at the end of the file, after the last line of script code.

Files can include multiple local functions or nested functions. For readability, use the end keyword to indicate the end of each function in a file. The end keyword is required when:

Any function in the file contains a nested function.
The function is a local function within a function file, and any local function in the file uses the end keyword.
The function is a local function within a script file.

example

Examples

collapse all

Function with One Output

Open Live Script

Define a function in a file named calculateAverage.m that accepts an input vector, calculates the average of the values, and returns a single result.

function ave = calculateAverage(x)
    ave = sum(x(:))/numel(x); 
end

Call the function from the command line.

z = 1:99;
ave = calculateAverage(z)

ave = 
50

Function with Multiple Outputs

Open Live Script

Define a function in a file named stat.m that returns the mean and standard deviation of an input vector.

function [m,s] = stat(x)
    n = length(x);
    m = sum(x)/n;
    s = sqrt(sum((x-m).^2/n));
end

Call the function from the command line.

values = [12.7, 45.4, 98.9, 26.6, 53.1];
[ave,stdev] = stat(values)

ave = 
47.3400

stdev = 
29.4124

Function Without Output

Open Live Script

Define a function in a file named plotData.m that plots inputs using custom parameters.

function plotData(Xdata,Ydata)
    plot(Xdata,Ydata,Color="black",LineStyle="-.")
end

Call the function from the command line.

Xdata = 1:100;
Ydata = sin(pi/20*Xdata);
plotData(Xdata,Ydata)

Figure contains an axes object. The axes object contains an object of type line.

Function in a Script File

Open Script

Define a script in a file named integrationScript.m that computes the value of the integrand at $2\pi/3$ and computes the area under the curve from 0 to $\pi$ . Include a local function that defines the integrand, $y = \sin(x)^3$ .

% Compute the value of the integrand at 2*pi/3.
x = 2*pi/3;
y = myIntegrand(x)

% Compute the area under the curve from 0 to pi.
xmin = 0;
xmax = pi;
f = @myIntegrand;
a = integral(f,xmin,xmax)

function y = myIntegrand(x)
    y = sin(x).^3;
end

Multiple Functions in a Function File

Define two functions in a file named stat2.m, where the first function calls the second.

function [m,s] = stat2(x)
    n = length(x);
    m = avg(x,n);
    s = sqrt(sum((x-m).^2/n));
end

function m = avg(x,n)
    m = sum(x)/n;
end

Function avg is a local function. Local functions are only available to other functions within the same file.

Call function stat2 from the command line.

values = [12.7, 45.4, 98.9, 26.6, 53.1];
[ave,stdev] = stat2(values)

ave =
   47.3400
stdev =
   29.4124

Function with Argument Validation

Define a function that restricts input to a numeric vector that contains no Inf or NaN elements.

function [m,s] = stat3(x)
    arguments
        x (1,:) {mustBeNumeric, mustBeFinite}
    end
    n = length(x);
    m = avg(x,n);
    s = sqrt(sum((x-m).^2/n));
end

function m = avg(x,n)
    m = sum(x)/n;
end

In the arguments code block, (1,:) indicates that x must be a vector. The validation functions, {mustBeNumeric, mustBeFinite}, restrict the elements in x to numeric values that are not Inf or NaN. For more information, see Function Argument Validation.

Calling the function with a vector that contains an element that is NaN violates the input argument declaration. This violation results in an error being thrown by the mustBeFinite validation function.

values = [12.7, 45.4, 98.9, NaN, 53.1];
[ave,stdev] = stat3(values)

Invalid input argument at position 1. Value must be finite.

Version History

Introduced before R2006a

expand all

R2024a: Local Functions: Define functions anywhere in scripts and live scripts

Local functions can be added anywhere in scripts and live scripts except within conditional contexts, such as if statements or for loops. Each local function must begin with its own function definition statement and end with the end keyword. For more information, see Add Functions to Scripts.

R2023a: Improved performance when calling functions

Calling most functions shows improved performance. For example, in a file named myFun.m in your current folder, create the myFun function.

function y = myFun(x)
y = x;
end

In a file named timingTest.m in your current folder, create a function that calls myFun. The timingTest function is about 1.6x faster than in the previous release.

function out = timingTest
n = 1e7;
for i = 1:n
    out = myFun(3);
end
end

The approximate execution times are:

R2022b: 0.18 s

R2023a: 0.11 s

The code was timed on a Windows^® 10, Intel^® Xeon^® CPU E5-1650 v4 @ 3.60 GHz test system using the timeit function.

timeit(@timingTest)

function

Syntax

Description

Examples

Function with One Output

Function with Multiple Outputs

Function Without Output

Function in a Script File

Multiple Functions in a Function File

Function with Argument Validation

Version History

R2024a: Local Functions: Define functions anywhere in scripts and live scripts

R2023a: Improved performance when calling functions

See Also

Topics

External Websites