Math 715: Numerical Analysis
Fall 2007
Department of Mathematical Sciences, UWM
Lecture Time and Place
2:00 PM - 3:15 PM, Tuesday and Thursday, EMS 416.
Instructor
Dr. Dexuan Xie
Office: EMS-489
Telephone: (414) 229-3528
E-mail: dxie@uwm.edu
Homepage: http://www.uwm.edu/~dxie/
Office Hours: 10:00 - 11:30 AM, Tuesday and Thursday.
Computer Lab Place
EMS Building, Room E425.
Textbook
Numerical Analysis, Richard L. Burden and J. Douglas Faires, 8th edition,
Thomson, Brooks/Cole, 2005.
Reference: Introduction to Numerical Analysis, J. Stoer and R. Bulirsch, 2nd
edition, Springer-verlag, 1993.
Prerequisite
Pass Math 413 and Math 521 (or
equivalent levels), and know one of C, C++, Fortran, Pascal,
Maple, Matlab, and Mathematica. Matlab is used in class teaching.
Course Overview
- Interpolation by Polynomials: Sections 3.1 to 3.4.
It includes Lagrange polynomial, Newton's divided-difference, and Hermite
interpolation.
- Numerical Differentiation and Integration: Sections 4.1, 4.3,
4.4 and 4.7. It includes derivative approximation formulas, numerical integration formulas, and
Gaussian quadrature.
- Initial Value Problems for Ordinary Differential Equations: Sections 5.2 to
5.4, 5.6, and 5.9 to 5.11. It includes Euler's method, higer-order Taylor
methods, Runge-Kutta methods, multistep methods, Runge-Kutta method for system
of differential equations, and stability analysis.
- Direct Methods for Solving Linear Systems:
Sections 6.1, 6.2, 6.5, and 6.6. It includes Gaussian
elimination, pivoting strategies, Cholesky algorithm, and Crout factorization
for tridiagonal linear systems.
- Numerical solutions of Nonlinear Equations: Sections 2.2 to 2.4,
and 10.1 to 10.4. It includes Newton's method, quasi-Newton
methods, steepest descent method, and error analyses.
Grading
- Two tests: 60 %. Each Test for 30 %.
- Attendance: 5 %. 1 % reduction for one class missing.
- Final Exam: 35 %.
- Grading scale: A (90-100), B+ (86-89), B (80-85),
C (70-79), D (60-69), F (below 59)
Test Dates:
- Test 1: October 16
- Test 2: November 20
- Final Exam (Take home exam): Due 5:00 pm, December 18
Important Dates
September 4: First class
- October 3: Last day to drop without a "W" on academic record
- October 28: Last day to drop
- November 22 - 25: Thanksgiving Holiday - No classes
- December 11: Last class
Attendance:
Attendance at lectures
is required. Attendance will be taken after the first week. Each class missing results in one point
reduction. The maximum of class missing reduction points is 5. In other words,
perfect attendance will gain 5 points of your course grade.
There is no provision for absences due to vacations, family outings and other
social activities, other special plans and appointments, etc. Absences due to
illness require a medical excuse on Physician's letterhead, signed by the
physician. Students will be allowed to complete examinations or other
requirements that are missed because of religious observances with a
letter signed by the priest. They must be submitted before any alternate arrangements for a
missing test will be considered.
Homework:
You are expected to do the
required assigned homework on a regular basis. The homework will be assigned in each lecture,
including some program assignments. Doing homework well is essential to be successful in this class.
Statement of Academic Misconduct
The university has a responsibility to promote academic honesty and integrity and to develop procedures
to deal effectively with instances of academic dishonestly. Students are responsible for the honest
completion and representation of their work, for the appropriate citation of sources, and for respect
of others' academic endeavors. Further information can be found at
http://www.uwm.edu/Dept/Acad_Aff/policy/academicmisconduct.html.
Statement of Sexual Harassment
Sexual harassment is reprehensible and will not be tolerated
by the University. It subverts the mission of the University and threatens the careers,
educational experience, and well being of students, faculty and staff. The University will not
tolerate behavior between or among members of the University community which creates an
unacceptable working environment.