Generate a Dense Matrix

Dense Matrix Generator

Dense Matrix Generator


Generate a Dense Matrix tool allows you to quickly generate dense matrices with random values. Whether you're a student studying linear algebra or a researcher working with matrices, this tool simplifies the process of creating dense matrices for various purposes.

Steps to Use the Tool:

  1. Enter Dimensions: Specify the number of rows and columns for the matrix in the provided input fields.
  2. Generate Matrix: Click on the "Generate Dense Matrix" button to create a dense matrix with random values.
  3. View Matrix: Once generated, the matrix will be displayed below the form.

Functionality of the Tool:

The Dense Matrix Generator generates matrices with random integer values. You can control the density of non-zero values by adjusting the probability. By default, each cell has an 80% chance of containing a non-zero integer value between 1 and 100, and a 20% chance of containing a zero.

Benefits of Using This Tool:

  1. Efficiency: Quickly create dense matrices of desired dimensions.
  2. Customization: Adjust the density of non-zero values according to your needs.
  3. Convenience: No need to manually populate matrices with random values; the tool does it for you.


Q: Can I specify the range of values for the matrix?
A: Currently, the tool generates random integer values between 1 and 100 for non-zero cells.

Q: How can I adjust the density of non-zero values?
A: The probability of a cell containing a non-zero value is set to 80% by default. You can modify this probability in the JavaScript code if needed.

Q: Can I use this tool for large matrices?
A: Yes, the tool can generate matrices of any size, but keep in mind that larger matrices may take longer to generate, especially with a high density of non-zero values.