Math 6644 Jun 2026

: Conjugate Gradient (CG), GMRES, and Bi-orthogonalization methods. Nonlinear Systems

: Significant emphasis is placed on practical implementation, usually requiring proficiency in MATLAB . math 6644

: Commonly used texts include Iterative Methods for Linear and Nonlinear Equations by C.T. Kelley and Iterative Methods for Solving Linear Systems by Anne Greenbaum. York University: Statistical Learning : Conjugate Gradient (CG)

: Jacobi, Gauss-Seidel, and Successive Over-Relaxation (SOR). Krylov Subspace Methods Support Vector Machines (SVM)

: Logistic regression, Support Vector Machines (SVM), and classification trees.

: Carry out your chosen method step by step. Make sure to do your calculations carefully to avoid errors.

: Fixed-point iteration, Newton’s method, and Quasi-Newton methods (e.g., Broyden’s method) .