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Linear Algebra

  • eigen
    • balanc — matrix or pencil balancing
    • bdiag — блоковая диагонализация, обобщённые собственные векторы
    • eigs — calculates largest eigenvalues and eigenvectors of matrices
    • pbig — eigen-projection
    • projspec — spectral operators
    • psmall — spectral projection
    • spec — собственные значения и собственные вектора матрицы или пучка
    • sva — singular value approximation
    • svd — singular value decomposition
  • Факторизация
    • chol — Cholesky factorization
    • fullrf — full rank factorization
    • fullrfk — full rank factorization of A^k
    • hess — Hessenberg form
    • lu — LU factorization with pivoting
    • polar — Полярное разложение квадратной матрицы
    • qr — QR decomposition
    • rankqr — rank revealing QR factorization
    • schur — [ordered] Schur decomposition of matrix and pencils
    • sqroot — W*W' hermitian factorization
  • linear
    • aff2ab — linear (affine) function to A,b conversion
    • inv — matrix inverse
    • linsolve — linear equation solver
    • lsq — линейное решение наименьших квадратов A*X=B с минимальной norm(X)
    • pinv — pseudoinverse
  • matrix
    • cond — condition number of a matrix
    • det — определитель квадратной матрицы
    • orth — orthogonal basis
    • rank — rank
    • rcond — inverse condition number
    • rref — computes matrix row echelon form by lu transformations
    • trace — trace
  • pencil
    • ereduc — computes matrix column echelon form by qz transformations
    • fstair — computes pencil column echelon form by qz transformations
    • glever — inverse of matrix pencil
    • kroneck — Kronecker form of matrix pencil
    • lyap — Lyapunov equation
    • pen2ea — преобразование пучка матриц в E, A
    • pencan — canonical form of matrix pencil
    • penlaur — Laurent coefficients of matrix pencil
    • quaskro — quasi-Kronecker form
    • randpencil — random pencil
    • rowshuff — shuffle algorithm
  • Kernel
    • colcomp — column compression, kernel, nullspace
    • im_inv — inverse image
    • kernel — kernel, null space
    • range — range (span) of A^k
    • rowcomp — row compression, range
  • Markov Matrices
    • classmarkov — recurrent and transient classes of Markov matrix
    • eigenmarkov — normalized left and right Markov eigenvectors
    • genmarkov — generates random markov matrix with recurrent and transient classes
  • State-Space Matrices
    • coff — resolvent (cofactor method)
    • nlev — Leverrier's algorithm
  • Subspaces
  • givens — Givens transformation
  • householder — Householder orthogonal reflexion matrix. Symetrical wrt a plane
  • proj — projection
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Thu May 22 12:55:24 CEST 2025