User:Bourneymart/Books/PhD

Background Reading

 * Numerical analysis
 * Polynomial


 * The Problem
 * Wilkinson's polynomial


 * Matrix Basics
 * Matrix
 * Eigenvalues and eigenvectors
 * Rank (linear algebra)
 * Jacobian matrix and determinant


 * Matrix Decomposition
 * Matrix decomposition
 * LU decomposition
 * Singular value decomposition
 * Least squares
 * Condition number
 * Matrix norm
 * Gaussian elimination
 * Linear least squares (mathematics)
 * Cholesky decomposition


 * Computation
 * Big O notation
 * Manifold


 * Polynomials
 * Residue (complex analysis)


 * Important Matrices
 * Toeplitz matrix
 * Sylvester matrix