Fall 2018, Math 437/500, Principles of Numerical Analysis
Lectures: TR 3:55-5:10pm BLOC 605AX Lab: W 10:20-11:10am BLOC 123
Instructor: Bojan
Popov
Office: Blocker
507B
Email:
popov"at"math.tamu.edu
Office Hours: TR 1:00-2:00, or by
appointment
TA: Srinivas Subramanian;
Office: Blocker 505E; Email: srini2092
"at"tamu.edu
Office Hours: W 11:10-12:10, or by appointment; TA web page for the class
First day syllabus of the course:
Math437-syllabus
Midterm I exam:
October 2,
2018; 3:55 - 5:10 p.m.
Midterm II exam:
November 8, 2018; 3:55 - 5:10 p.m.
Final exam:
December 11, 2018; 1:00 - 3:00 p.m.
Lecture 1: Tuesday, August 28. We covered 1.1-4
and 2.1. Suggested problems: page 11/1.2,1.6,1.8.
Homework 1
due September 11
TA session: Wednesday, August 29. Work on HW1 and practice
problems.
Lecture 2: Thursday,
August 30. We covered 2.1 and 2.2. Suggested problems: page 27/2.6,
2.12, 2.18, 2.21
Lecture 3: Tuesday, September 4. We covered 2.2 again, 3.1and
3.2. Suggested problems: page 47/3.2, 3.4, 3.10, 3.13,3.16
TA
session: Wednesday, September 5: Work on HW1-2 and practice
problems.
Homework
2 due September 20
Lecture 4: Thursday, September 6. We covered 3.3-5 and
4.1-3. page 62/4.5
Lecture 5: Tuesday, September 11. We covered 5.1-2. Suggested problems: page
77/ 5.2, 5.3, 5.8, 5.16, 5.19
TA
session: Wednesday, September 12: Work on Trigiagonal LU
factorization.
Lecture 6: Thursday, September 13. Quiz 1 on fixed
point (first 15 min.) We covered 5.3-5.4.
Suggested problems: page 77/ 5.2, 5.3, 5.8, 5.16, 5.19
Lecture 7: Tuesday, September 18. Problem solving day - Chapter 5
concepts.
TA
session: Wednesday, September 19 Work on HW2 and practice
problems.
Lecture 8: Tuesday September 19. We covered 6.1-6.2;
Operators, norms, eigenvalues, decompositions. Suggested problems: page
92/6.3, 6.6, 6.8, 6.13, 6.15.
TA
session: Wednesday, September 20 Work on HW2 and trigiagonal LU
factorization.
Trigiagonal LU factorization
look here https://en.wikipedia.org/wiki/Tridiagonal_matrix_algorithm.
Lecture 9: Thursday, September 21. Sections 6.1-6.3;
Operators, norms, eigenvalues, decompositions. Suggested problems: page
92/6.3, 6.6, 6.8, 6.13, 6.15.
Lecture 10: Tuesday, September 25. Problem solving day - Chapter 6
concepts.
TA
session: Wednesday, September 26 Work on HW3:
Homework 3
due October 9
Lecture 11: Thursday, September 27. Quiz 2 (first 15
min.) Sections 6.4-6.5; Suggested problems: page
92/6.3, 6.6, 6.8, 6.13, 6.15.
Lecture 12: Tuesday, October 2. Exam 1 (5 problems
from chapters 1,2,3, and 5,6)
Here are
some extra problems for matrix norms: Look
at problems 1, 2,4, and 8 only
Solutions of last year exam 1: page1 page2 page3 page4 page5
Solutions of Old Old Exam 1
TA
session: Wednesday, October 3 Work on HW3:
Homework 3
due October 9
Lecture 13: Thursday, October 4. Start of Chapter 7. We
covered Sections 7.1-7.3. Suggested problems: 7.3, 7.6, 7.14
Lecture 14: Tuesday, October 9. We covered sections 8.1
and 8.2. Suggested problems: page 128/8.1, 8.3, 8.7, 8.11, 8.13, 8.15
TA
session: Wednesday, October 10 Work on HW4:
Homework 4 due November 6
Lecture 15: Thursday, October 11. Convergence
of iterative
methods.
More on convergence: Convergence of simple iterative methods
1, Convergence of simple
iterative methods 2
Lecture 16: Tuesday, October 16. Variational methods. Suggested
problems: page 148/9.1, 9.2, 9.3, 9.5, 9.6, 9.7;
Variational
methods: steepest descent (SD), conjugate gradient (CG),...
TA
session: Wednesday, October 10 Work on HW4:
Homework 4 due November 6
Lecture 17: Thursday, October 18. Quiz 3 (20
min. over matrices and simple iterative methods like Jacobi)
Lecture 18: Tuesday, October 23. Conjugate gradient method. Conjugate
Gradient and start of
Chapter 10. Here is a link to the Vandermonde
Determinant proof.
TA
session: Wednesday, October 24: Work on HW4 and practice
problems.
Lecture 19: Thursday, October 25. Sections 10.1-10.2. Suggested problems: page 160/10.2,
10.4, 10.5, 10.7,10.11, 10.14.
Lecture 20: Tuesday, October 30. Sections 10.3. again, error of interpolation. Suggested problems: page 160/10.2,
10.4, 10.5, 10.7,10.11, 10.14.
TA
session: Wednesday, October 31. Work on HW4 and practice
problems.
Lecture 21: Thursday, November 1. Numerical differentiation.
Homework 5 due November 27
Lecture 22: Tuesday, November 6. Review for Exam 2.
Topics on the second exam:
(1) Vector and matrix norms; (2) Positive definite,
diagonally
dominant, spectral radius; (3) Convergence of Jacobi and GS methods;
(4) Interpolation; (5) Numerical differentiation;
extra exam problems oldquiz2 oldquiz3 oldquiz4 Look
at problems 1, 2,4, and 8 only
TA
session: Wednesday, November 7. Work on HW4-5 and review for exam.
Lecture 23: Thursday, November 8. Exam 2 (five or six problems)
Lecture 24: Tuesday, November 13. Section 12.1 and Section 12.2. Suggested
problems: 197/12.2,12.4, 12.6, 12.7, 12.14
TA
session: Wednesday, November 14, Work on HW5.
Lecture 25: Thursday,
November 15. Section 12.2 -- proof of Theorem 12.6, start of Chapter
13. Numerical Integration. Interpolatory rules.
Lecture 26: Tuesday, November 20 -- Thanksgiving lecture Homework 6 not due - use for extra practice
Lecture 27: Tuesday, November 27 - Gaussian quadrature and other numerical integration rules.
Practice problems: look at problems 1, 2, and 4 only
TA
session: Wednesday, Practice numerical integration rules - HW6 like and the extra practice problems.
Lecture 28: Thursday, November 29.
Lecture 29: Tuesday, December 4. General review.
Please verify your grades on ecampus
Topics for the final:
1. Fixed point iteration; Newton's method
2. Vector spaces and vector norms.
3. Native/induced operator norms. Eeigenvalues,
spectral radius, decompositions, positive definite and diagonaly
dominant matrices, inner product spaces.
4. Iterative methods: Jacobi, Gauss Seidel. Convergence of simple methods.
5. Interpolation of functions by polynomials.
6. Bernstein polynomials, properties.
7. Numerical integration rules: general interpolatory rules, Newton-Cotes, Gaussian quadrature.
Here are some solutions of old quizzes and exams:
Old Exam 1 and Old Exam 2;
Old Quiz 1 and Old Quiz 2, Old Quiz 3 and Old Quiz 4
Final exam: December 11, 2018; 1:00 - 3:00 p.m. in our classroom.
Solutions of old second exam: page1 page2 page3 page4 page5 page6
Solutions of old first exam: page1 page2 page3 page4 page5
Please verify your grades on ecampus
Topics for the final:
1. Fixed point iteration; Newton's method.
2. Vector spaces and vector norms.
3. Native/induced operator/matrix norms. Eeigenvalues,
spectral radius, decompositions, positive definite and diagonaly
dominant matrices, inner product spaces.
4. Iterative methods: Jacobi, Gauss Seidel. Convergence of simple methods.
5. Interpolation of functions by polynomials.
6. Bernstein polynomials, properties.
7. Numerical integration rules: general interpolatory rules; Newton-Cotes and Gaussian quadrature rules.
Here are some solutions of old quizzes and exams:
Oldold Exam 1 and Oldold Exam 2;
Old Quiz 1 and Old Quiz 2, Old Quiz 3 and Old Quiz 4