At the end of this course, the students; 1) Have an essential background on the fundamental numerical methods and their application to engineering problems, 2) Be able successfully to apply the basic numerical methods to solve linear and non-linear equation systems, 3) Be able successfully to apply the basic numerical methods to approximate, integrate and differentiate functions and sets of discrete data, 4) Be able successfully to apply the basic numerical methods to solve differential equations of initial-value and boundary-value problems, 5) Be qualified to construct algorithms necessary to implement the essential numerical methods and programming techniques into computers.
MODE OF DELIVERY
Face to face
PRE-REQUISITES OF THE COURSE
Yes(CE211)
RECOMMENDED OPTIONAL PROGRAMME COMPONENT
None
COURSE DEFINITION
Introduction to mathematical modeling in civil engineering and MATLAB. Accuracy, errors and propagation of errors. Solving system of linear and non-linear algebraic equations. Eigenvalue problems. Approximation of functions. Numerical differentiation and integration. Numerical solution of differential equations. Special Topics.
COURSE CONTENTS
WEEK
TOPICS
1st Week
Taylor Series, Approximations and Errors
2nd Week
Roots of Equations: Bisection, False Position, and Iteration Methods
3rd Week
Newton-Raphson and Secant Methods, System of Non-linear Equations
4th Week
System of Linear Algebraic Equations: Gauss Elimination, Matrix Inversion, Gauss-Seidel Iteration
5th Week
One-dimensional Unconstrained Optimization
6th Week
Curve Fitting, Least Squares Regression
7th Week
Polynomial Interpolation
8th Week
Midterm
9th Week
Spline Interpolation and Numerical Differentiation
10th Week
Numerical Integration, Newton-Cotes Formulae
11th Week
Romberg?s and Gauss-Quadrature Integration
12th Week
Solution of Ordinary Differential Equations
13th Week
Euler, Runge-Kutta, Multi-Step Methods
14th Week
System of ODEs, Initial-Value Problems, Boundary-Value Problems
RECOMENDED OR REQUIRED READING
Reference: Gandhi, C.P., Numerical Methods in Civil Engineering, Laxmi Publications Pvt Ltd, 2018. Additional Resources: Chapra, S.C., Canale, R.P., Numerical Methods for Engineers, McGraw-Hill Education, 7 edition, 2014. Ames, W.F., Numerical Methods for Partial Differential Equations, Academic Press, New York, 1977.