FI:PA081 Numerical Computations - Course Information
PA081 Programming Numerical Computations
Faculty of InformaticsSpring 2007
- Extent and Intensity
- 2/0. 2 credit(s) (plus extra credits for completion). Recommended Type of Completion: zk (examination). Other types of completion: z (credit).
- Teacher(s)
- doc. RNDr. Radka Svobodová, Ph.D. (lecturer)
- Guaranteed by
- prof. Ing. Václav Přenosil, CSc.
Department of Machine Learning and Data Processing – Faculty of Informatics - Timetable
- Tue 18:00–19:50 B410
- Prerequisites
- ! P081 Programming Numerical Computations
Prerequisites: knowledge of one-dimensional calculus, linear algebra, programming in C and elements of object-oriented programming. - Course Enrolment Limitations
- The course is also offered to the students of the fields other than those the course is directly associated with.
- fields of study / plans the course is directly associated with
- there are 6 fields of study the course is directly associated with, display
- Course objectives
- This course is devoted to mathematical and programming techniques needed for exact solution of numerical problems.
- Syllabus
- Representation of floating-point numbers. Rounding errors of elementary operations. Accuracy and stability of numerical computations. Solution of nonlinear equations. Numerical quadrature.
- Representation of matrices in C. Object-oriented implementation of matrix computations. The STL (Standard Template Library) with regard to numerical computations. Optimization of numerical programs. Numerical algorithms libraries. Calling FORTRAN subroutines from C and C+.
- Practical solution of linear algebra problems. Stability of the solution of the least squares problem.
- Literature
- ACTON, Forman S. REAL Computing made real :preventing errors in scientific and engineering calculations. Princeton: Princeton University Press, 1996, XV, 259 s. ISBN 0-691-03663-2. info
- HIGHAM, Nicholas J. Accuracy and stability of numerical algorithms. Philadelphia: Society for Industrial and Applied Mathematics, 1996, xxviii, 68. ISBN 0-89871-355-2. info
- STROUSTRUP, Bjarne. The C++ programming language. 3rd ed. Reading: Addison-Wesley, 1997, x, 910 s. ISBN 0-201-88954-4. info
- Language of instruction
- Czech
- Further Comments
- The course is taught once in two years.
- Teacher's information
- http://ncbr.chemi.muni.cz/~n19n/vyuka/nv
- Enrolment Statistics (Spring 2007, recent)
- Permalink: https://is.muni.cz/course/fi/spring2007/PA081