Complexity & Induction: Algorithms & Proofs

In course

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Description

This lecture covers the concepts of worst-case complexity, complexity classes, tractability, and P/NP. It includes examples of algorithms like linear search, binary search, bubble sort, and insertion sort. Mathematical induction and recursion are explained with examples.

Official source

https://mediaspace.epfl.ch/media/0_34xmg8xs

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Ontological neighbourhood

Theoretical computer science

Algorithms and data structures: Analysis of algorithms, Data structures, Combinatorial optimization

Theory of computation: Computational complexity theory

Mathematics

Algebra: Abstract algebra

Number theory: Topics in number theory

Mathematical logic: Set theory

Logic

Classical logic: First-order logic

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