Spring 2023 - CMPT 405 D100
Design and Analysis of Computing Algorithms (3)
Class Number: 6715
Delivery Method: In Person
Course Times + Location:
Mo, We, Fr 9:30 AM – 10:20 AM
AQ 3150, Burnaby
Exam Times + Location:
Apr 20, 2023
8:30 AM – 11:30 AM
AQ 3154, Burnaby
1 778 782-6705
Prerequisites:CMPT 307 with a minimum grade of C-.
Models of computation, methods of algorithm design; complexity of algorithms; algorithms on graphs, NP-completeness, approximation algorithms, selected topics.
This is an advanced course on algorithms. We will review basic paradigms of algorithm design (greedy, divide-and-conquer, dynamic programming, etc.), and then explore some of the more advanced topics (e.g., NP-completeness, randomized algorithms, approximation algorithms, algorithms for special cases of NP-hard problems, etc.)
- Greedy Algorithms
- Divide and Conquer
- Dynamic Programming
- Network Flow
- NP and Computational Intractability
- Approximation Algorithms
- Randomized Algorithms
- Algorithms for special cases of NP-hard problems
- Slected topics on advanced algorithms
Lectures will be in person at the scheduled class time. Grading will be based on assignments, midterm tests and final exam. Details will be announced during the first week of classes.
Students must attain an overall passing grade on the weighted average of exams in the course in order to obtain a clear pass (C- or better).
J. Kleinberg, E. Tardos
- Introduction to Algorithms, 4th Ed.
- T. Cormen, C. Leiserson, R. Rivest, C. Stein,
- MIT Press
- 2022, ISBN
- Computers and Intractability: A Guide to The Theory of NP-Completeness,
- M.R. Garey, D.S. Johnson, W.H. Freeman,
REQUIRED READING NOTES:
Your personalized Course Material list, including digital and physical textbooks, are available through the SFU Bookstore website by simply entering your Computing ID at: shop.sfu.ca/course-materials/my-personalized-course-materials.
ACADEMIC INTEGRITY: YOUR WORK, YOUR SUCCESS
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Each student is responsible for his or her conduct as it affects the university community. Academic dishonesty, in whatever form, is ultimately destructive of the values of the university. Furthermore, it is unfair and discouraging to the majority of students who pursue their studies honestly. Scholarly integrity is required of all members of the university. http://www.sfu.ca/policies/gazette/student/s10-01.html