Category

Linear Algebra Calculators

Matrices, vectors, and linear systems

24 calculators

Characteristic Polynomial

Find the characteristic polynomial p(λ) = det(A − λI) of any 2×2, 3×3, or 4×4 matrix. Get every coefficient, the trace and…

Matrix Determinant

Compute the determinant of any 2×2, 3×3, or 4×4 square matrix with a full step-by-step cofactor (Laplace) expansion. See…

RSA

Generate RSA public and private keys from two primes, compute the modulus n and Euler totient φ(n), pick a valid public exponent…

Column Space

Find the column space of any matrix from 2×2 up to 5×5. Get a basis for Col(A) from the pivot columns, the dimension (rank),…

SVD

Compute the singular value decomposition A = UΣVᵀ of any matrix from 2×2 up to 4×4. Get the singular values, the orthogonal…

Pseudoinverse

Compute the Moore-Penrose pseudoinverse A⁺ of any matrix from 2×2 up to 4×4, even when it is singular or not square. See…

Inverse Matrix

Find the inverse of any 2×2, 3×3, or 4×4 matrix by Gauss-Jordan elimination. Watch the augmented matrix [A|I] turn into [I|A⁻¹]…

Adjoint Matrix

Find the adjoint (adjugate) of any 2×2, 3×3, or 4×4 square matrix. See the cofactor of every entry, the transpose that flips…

Cofactor Matrix

Find the cofactor matrix of any 2×2, 3×3, or 4×4 square matrix. See the checkerboard sign pattern, every first minor, and…

Matrix Addition and Subtraction

Add or subtract two matrices from 1×1 up to 4×4 and see every cell worked out one at a time. Because adding matrices is possible…

Matrix Power

Raise any 2×2, 3×3 or 4×4 square matrix to any whole power from −40 to 40. See how to square a matrix, watch the full exponentiation-by-squaring…

Matrix Multiplication

Multiply two matrices from 1×1 up to 4×4 and see every entry expanded as a row-by-column dot product. Get the product A ·…