Algorithms and Complexity

CSE-331LR-S

University at Buffalo

  • Semester
    Summer 2024
  • Instructor
    Fei Xu
  • Start Date
    05-28-2024
  • Total Credits
    4
  • Call to Register
    716-645-5698

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Introduces paradigms for designing algorithms and fundamental limitations to what algorithms can do. Covers basic algorithm design paradigms of greedy algorithms, divide and conquer algorithms and dynamic programming, as well as a selection of advanced algorithmic topics, such as randomized algorithms, algorithms for distributed systems and basic algorithms for machine learning. Topics related to limitations of algorithms include NP-completeness and undecidability. Coverage includes analyzing algorithms via proofs and programming assignments to implement algorithms.
Prerequisites: MTH 142 or MTH139, and CSE 250 and (CSE 191 or MTH 311). Computer Science, Computer Engineering, or Bioinformatics majors only.
Course Area: Computer Science
Level: Upper Level Undergraduate
Dates: 05-28-2024 - 07-08-2024
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Instructor: Fei Xu
Local Course ID: 24SU_BUF_CSE331_LECS
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