At the end of this course, the students; 1) Learn the basic concepts and techniques of numerical analysis. 2) Evaluate the possible calculation errors. 3) Learn their knowledge about nonlinear equations, numerical solution methods of linear equation systems. 4) Learn the techniques of interpolation and approximation with polynomials. 5) Apply the method of curve fitting by least squares method. 6) Be able to use numerical methods to solve optimization problems.
MODE OF DELIVERY
Face to face
PRE-REQUISITES OF THE COURSE
Yes(MAT151)
RECOMMENDED OPTIONAL PROGRAMME COMPONENT
None
COURSE DEFINITION
Summary of some topics of mathematical analysis. Taylor's theorem. Error analysis. Error propagation. Numerical solution methods of nonlinear algebraic equations. Numerical solution methods of linear equation systems. Gaussian elimination method. Iterative Newton's method for solving nonlinear systems of equations. Interpolation and approximation with Polynomials. Lagrange and Newton polynomials. Curve fitting using the least squares method. Numerical differentiation and integration.
COURSE CONTENTS
WEEK
TOPICS
1st Week
Course introduction, review of some topics from calculus and introduction to numerical analysis
2nd Week
Installing the R program, introduction to the program and basic operations.
3rd Week
Error analysis, taylor series.
4th Week
Solving Nonlinear equations.
5th Week
Solving Nonlinear equations.
6th Week
Solving a System of Linear Equations
7th Week
Solving a System of Linear Equations
8th Week
Midterm exam
9th Week
Curve fitting
10th Week
Least Square Regression
11th Week
Interpolation
12th Week
Lagrange Interpolation
13th Week
Numerical Differentiation and Integration
14th Week
Review
RECOMENDED OR REQUIRED READING
1. Chapra, Steven C., Canale Raymond P. (2017). Yazılım ve Programlama Uygulamalarıyla Mühendisler için Sayısal Yöntemler (4. Basımdan çeviri). Literatür Yayıncılık. 2. Bloomfield, V.A. (2014). Usign R for Numerical Analysis in Science and Engineering. A Chapman & Hall Book. 3. Howard, J.P, (2017) Computational Methods for Numerical Analysis with R. A Chapman & Hall Book. 4. Kincaid, D., Cheney, W. (2012). Nümerik Analiz-Bilimsel Hesaplama Matematiği (Üçüncü Baskıdan Çeviri). Gazi Kitabevi. 5. Tezer Sezgin, M., Bozkaya C. (2018). Numerical Analysis. ODTÜ Basım İşbirliği.