MATLAB Array Operations
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MATLAB is an incredibly popular programming language for engineers, scientists, and researchers. One of its most powerful features is its built-in support for array manipulation. In this article, we'll dive into some common array operations in MATLAB, including element-wise operations, array concatenation, and reshaping.
Element-wise Operations
In MATLAB, we can perform element-wise operations on arrays using the .*
, ./
, and .^
operators. These operators perform multiplication, division, and exponentiation, respectively, on each element of the arrays. Let's see some examples:
A = [1, 2, 3; 4, 5, 6; 7, 8, 9]; B = [9, 8, 7; 6, 5, 4; 3, 2, 1]; % Element-wise multiplication C = A .* B; % C = [9, 16, 21; 24, 25, 24; 21, 16, 9] % Element-wise division D = A ./ B; % D = [0.1111, 0.2500, 0.4286; 0.6667, 1.0000, 1.5000; 2.3333, 4.0000, 9.0000] % Element-wise exponentiation E = A .^ B; % E = [1, 256, 2187; 4096, 3125, 1296; 343, 64, 9]
Array Concatenation
We can concatenate arrays in MATLAB using square brackets []
. We can concatenate arrays either horizontally (side-by-side) or vertically (one on top of the other).
Horizontal Concatenation
To concatenate arrays horizontally, we place them side-by-side within square brackets, separated by a space or a comma:
A = [1, 2, 3]; B = [4, 5, 6]; C = [A, B]; % or [A B] % C = [1, 2, 3, 4, 5, 6]
Vertical Concatenation
To concatenate arrays vertically, we place them one on top of the other within square brackets, separated by a semicolon:
A = [1, 2, 3]; B = [4, 5, 6]; C = [A; B]; % C = [1, 2, 3; % 4, 5, 6]
Reshaping Arrays
MATLAB provides the reshape
function to change the dimensions of an array without altering its elements. The syntax for the function is as follows:
B = reshape(A, m, n);
Where A
is the input array, m
and n
are the desired number of rows and columns, respectively, and B
is the reshaped output array.
For example:
A = [1, 2, 3, 4, 5, 6]; B = reshape(A, 2, 3); % B = [1, 3, 5; % 2, 4, 6]
Keep in mind that the product of the new dimensions (i.e., m
times n
) must be equal to the number of elements in the original array.
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FAQ
How do I perform element-wise operations in MATLAB?
In MATLAB, you can perform element-wise operations using the .*
, ./
, and .^
operators for element-wise multiplication, division, and exponentiation, respectively. For example, C = A .* B
will perform element-wise multiplication between arrays A and B, and store the result in C.
How can I concatenate arrays in MATLAB?
To concatenate arrays in MATLAB, you can use square brackets []
. To concatenate arrays horizontally (side-by-side), place them within the square brackets separated by a space or a comma. To concatenate arrays vertically (one on top of the other), place them within the square brackets separated by a semicolon.
How can I reshape an array in MATLAB?
To reshape an array in MATLAB, you can use the reshape
function. The syntax is B = reshape(A, m, n)
, where A
is the input array, m
and n
are the desired number of rows and columns, respectively, and B
is the reshaped output array. The product of the new dimensions (m
times n
) must be equal to the number of elements in the original array.