Approximations and round off errors:
Significant figures, accuracy and precision, error definitions, round off errors and truncation errors.
Mathematical modeling and Engineering problem solving:
Simple mathematical model. Roots of Equations: Bracketing methods-Graphical method, Bisection method, False position method, Newton- Raphson method, Secant Method. Multiple roots, Simple fixed point iteration.
Roots of polynomial-Polynomials in Engineering and Science, Muller’s method, Numerical Differentiation and Numerical Integration: Newton – Cotes and Guass Quadrature Integration formulae, Integration of Equations, Romberg integration, Numerical Differentiation Applied to Engineering problems, High Accuracy differentiation formulae
System of Linear Algebraic Equations And Eigen Value Problems:
Introduction, Direct methods, Cramer’s Rule, Gauss Elimination Method, Gauss-Jordan Elimination Method, Triangularization method, Cholesky Method, Partition method, error Analysis for direct methods, Iteration Methods.
Eigen values and Eigen Vectors:
Bounds on Eigen Values, Jacobi method for symmetric matrices, Givens method for symmetric matrices, Householder’s method for symmetric matrices, Rutishauser method for arbitrary matrices, Power method, Inverse power method
Linear Transformation:
Introduction to Linear Transformation, The matrix of Linear Transformation, Linear Models in Science and Engineering.
Orthogonality and Least Squares:
Inner product, length and orthogonality, orthogonal sets