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Calculators & Converters

Matrix Calculator

Perform 2x2 and 3x3 matrix arithmetic.

Math, Physics & Academic Studio

Quadratic Equation Solver (ax² + bx + c = 0)

FIRST ROOT (x₁)
3.0000
SECOND ROOT (x₂)
2.0000
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Tool Documentation & Architecture

About Matrix Calculator

The Comprehensive Linear Algebra Matrix Calculator computes Matrix Determinants ($\det(A)$), Matrix Inverses ($A^{-1}$), Transpose ($A^T$), Rank, Trace, Eigenvalues, Eigenvectors, and LU / QR / Cholesky decompositions for $N\times M$ matrices with step-by-step Gaussian elimination.

Step-by-Step Guide

How to Use Matrix Calculator

1

Step 1

Set matrix grid dimensions (e.g. $3\times3$).

2

Step 2

Type or paste numerical elements into the grid cells.

3

Step 3

Select desired operation (Determinant, Inverse, Transpose, or RREF).

4

Step 4

Review step-by-step Gaussian elimination proof and copy result in LaTeX or NumPy.

Industry Scenarios

Practical Use Cases for Matrix Calculator

Solving Systems of Linear Equations ($Ax = b$)

Solve systems of up to $10\times10$ linear algebraic equations using Cramer's Rule and Gaussian Row Reduction.

3D Computer Graphics Transformations & Physics Simulation

Calculate $4\times4$ perspective projection, rotation, scale, and affine transform matrix inverses for OpenGL and game engines.

Sample Data & Transformation

Input & Output Examples

Calculating Inverse of 3x3 Matrix

Input Sample:
Matrix A: `[[1, 2, 3], [0, 1, 4], [5, 6, 0]]`
Processed Result:
Determinant: `1` | Inverse A⁻¹: `[[-24, 18, 5], [20, -15, -4], [-5, 4, 1]]` | Trace: `2` | Rank: `3`
Technical Capabilities

Key Features & Performance

  • Matrix Dimensions: supports dynamic matrix sizes from $1\times1$ up to $10\times10$ matrices.
  • Operations: Determinant, Inverse ($A^{-1}$), Transpose ($A^T$), Adjugate, Trace, Rank, Eigenvalues, Gaussian Row Echelon Form (RREF).
  • Step-by-step row reduction steps with exact fraction arithmetic.
  • 100% Client-Side linear algebra engine.
  • 1-Click Copy result matrix in JSON, LaTeX, and Python NumPy formats.
Technical Glossary

Key Terminology & Definitions

Determinant ($\det(A)$)

A scalar value representing the scaling factor of the transformation; a matrix is invertible if and only if its determinant is non-zero.

Reduced Row Echelon Form (RREF)

The canonical form of a matrix after full Gaussian elimination where leading entries are 1 and columns containing pivots are zeroed.

Frequently Asked Questions (PAA)

Matrix Calculator FAQs

Yes! Toggle the export dropdown to copy output as `\begin{pmatrix}...\end{pmatrix}` or `np.array([[...]])`.
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