How to Debug Matlab Code
August 11, 2021
Errors occur everywhere in the world. In programming, these errors could be caused by writing code that the software does not understand or by mistyping.
When you try running a program that has errors, it may either fail or give unexpected results.
The software may not run because it does not understand the code. Also, it might give unexpected results due to misinterpretation of the code. These errors are also known as bugs.
The process of analyzing code to identify and remove errors is known as debugging.
Debugging may be hectic and tiring. Furthermore, Matlab’s error statements may be challenging to understand.
This article will discuss how to find and correct errors in Matlab code. We will also look at how to use Matlab’s inbuilt debugger to debug code.
To follow along, you need to have:
Types of errors in Matlab
Matlab is capable of detecting errors. The program stops running or gives wrong results due to bugs.
The three main types of errors that may arise when using Matlab are:
- Syntax errors
- Logical errors
- Runtime errors
1. Syntax errors
Syntax is the rule that defines the meaning of various symbols in a program. It tells the computer how to read and translate multiple codes. Every programming language has its syntax.
Syntax errors occur when a programmer uses the wrong syntax or mistypes a word when coding. An example is typing
plog instead of
Fortunately, Matlab can show these errors. It points the developer to the specific location or position of the error.
Let’s have an example of an error and see how Matlab raises the flag to show it.
fprintf(today is my birthday)
When we run this code, execution stops, and Matlab raises a flag to show that there is an error.
In the example above, the programmer probably forgot to add some symbols to the code. Therefore, execution of the code was stopped and Matlab located the position of the error.
A syntax error may also occur due to a misspelled variable.
For example, you can define a variable but misspell it when using it, as shown below:
temp = 15; newtemp = tem + 3
When we execute the code above, we get the following results:
Generally, there are many causes of syntax errors in Matlab. As you continue learning Matlab, you will learn various syntax errors and how to spot and correct them.
2. Logical errors
Logical errors occur when there is a problem with the program’s logic. Although logical errors do not cause the program to crash, they can lead to wrong or unexpected results. Therefore, these errors may be difficult to spot.
In addition, because the code runs and provides output, there is no error flag raised to help identify the error. It can be frustrating, especially if you do not know how to debug.
%print odd numbers from 1 to 10 for i = 1:10 if rem(i,2) == 0 disp(i) end end
In the example above, the program should display odd numbers. However, the results are not what we expected.
3. Runtime errors
Runtime errors occur during program execution. They can either be caused by a software or hardware issue.
These errors should be fixed since they may result in critical issues. For instance, runtime errors can cause an entire system to fail.
A runtime error is hard to detect since it involves anticipating every possible output of your software.
Anticipation is the process of testing every likely behavior of your program. It involves evaluating all the possible combinations of variables, input, and decision paths.
Debugging Matlab code
Matlab has some great debugging tools that can help you find errors in your code.
For example, a breakpoint allows the developer to pause code execution at a specific location. If you want Matlab to pause before executing a particular line of code, you will place a breakpoint there.
Click on the dashes next to the number line in a Matlab script or function to create a breakpoint, as demonstrated below:
If we modify the script or the function we are debugging, breakpoints turn grey until the changes are saved. Grey indicates that the breakpoints are not active.
If we run the code in the image above, we get:
K shows that a debugger is controlling the program, and it has stopped. The green arrow next to the breakpoint indicates that the execution stopped since there is a breakpoint. It means that the next line was not executed.
At the top of Matlab’s window, we have various debugging components that you can use to debug your code.
To access all these components, click on the
dropdown button of the breakpoint shown in the image above.
You will see the following options:
Let’s discuss the functions of each option. The purpose of
set conditions is explained in the Matlab window.
Step- This is used to execute the current line.
Step in- It is used to get a user-defined function. It calls the function but stops on the first line of that function.
Step out- It is used to move to the next line of a function if it was initially called using the
Continue- It continues execution of the program to completion unless another breakpoint is encountered.
Quit debugging- It exits debugging mode and does not finish the execution of the current function.
Sample debugging process
Let’s debug this function:
function x = rand_int(n,m) x = randi(n,m); fprintf('The last element is %d\n', x(n,m))
When we run this Matlab function, we have the following error:
From the error message above, we see that Matlab is demanding more arguments.
Let’s place a breakpoint in the third line and re-run the program.
We get the result below:
We should include arguments to our function right in front of the
k in the command window. For example, we will add the code below in front of the
After making this correction, click on the
step to see its effect.
If we look at Matlab’s workspace, we will see something interesting.
In the workspace, our variables have been assigned a value, but the matrix that we get is a
2 x 2 matrix. This is not what we expect.
We can type
whos in the command window to see more details about our variables.
K>> acts just as a normal command window. The developer can do anything including plotting and assigning values to variables. The only difference is that the window belongs to the active function, and in our case,
We use the
size function to check the dimension of the array stored in variable
x, which shows that it is a
2 x 2 matrix.
At this point, you can locate the source of the error and make appropriate changes. Once this is done, we can clear all the breakpoints using
clear all and then
Debugging is essential in programming. It is used to avoid problems that may occur due to various errors in a program.
Therefore, all developers must be equipped with debugging skills. Furthermore, they should understand how a program works, as well as the expected output. This makes debugging easy, especially when checking for logical errors.
Peer Review Contributions by: Peter Kayere