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# UIUC CS 374: Introduction to Algorithms and Models of Computation | ||
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## Intro | ||
These are my notes for CS 374: Introduction to Algorithms and Models of Computation. I took the class Spring 2020, and here's the course website for the semester: https://courses.engr.illinois.edu/cs374/sp2021/. | ||
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## The Course | ||
The course is divided into three sections: | ||
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1. Models of Computation | ||
- What is a Regular Language | ||
- What is a Regular Expression, Deterministic Finite Automaton (DFA), and Nondeterministic Finite Automata (NFA) | ||
- What can and cannot be computed via DFAs and NFAs | ||
- What is a Turing Machine | ||
- What is a Universal Turing Machine | ||
2. Algorithms | ||
- Reductions | ||
- Divide and Conquer | ||
- Backtracking | ||
- Dynamic Programming | ||
- Graphs | ||
- Breadth and Depth First Search | ||
- Directed Acyclic Graphs (DAGs), Topological Sort, and Strongly Connected Components | ||
- Dijkstra's Algorithm | ||
- Bellman-Ford | ||
- Floyd-Warshall | ||
3. Limits of Computing | ||
- Reductions | ||
- Decideable and Undecideable Languages | ||
- Halting Problem | ||
- 3SAT | ||
- P and NP | ||
- NP Completeness | ||
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## Disclaimer | ||
All of the material is from the course/professors: Chandra Chekuri, Patrick Lin, Nickvash Kani, and Yi Lu. | ||
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## Download | ||
Feel free to checkout the notes on the [releases pages](https://github.com/aniketgargya/uiuc-cs374-notes/releases) and download a copy of the PDF. |