Graph Theory Algorithms

[LeeAndro]

Video: .MP4, 1280x720 30 fps | Audio: AAC, 44.1 kHz, 2ch | Duration: 06:33:57
Genre: eLearning | Language: English + Subtitles | Size: 2.53 GB

A complete overview of graph theory algorithms in computer science and mathematics.

What you'll learn

Storage and representation of graphs (networks) on a computer

Common graph theory problems

Breadth first search algorithm

Depth first search algorithm

Dijkstra's algorithm

Topological sort algorithm

Shortest/longest path on a acyclic graph

Bellman Ford's algorithm

Floyd-Warshall all pairs shortest path algorithm

Finding bridges/articulation points

Finding strongly connected components (Tarjan's)

Travelling salesman problem (TSP)

Requirements

Exposure to computer science fundamentals (e.g: data structures, recursion, data types, classes, OOP)

Some prior programming knowledge.

Description

This course provides a complete introduction to Graph Theory algorithms in computer science.

Topics covered in these videos include: how to store and represent graphs on a computer; common graph theory problems seen in the wild; famous graph traversal algorithms (DFS & BFS); Dijkstra's shortest path algorithm (both the lazy and eager version); what a topological sort is, how to find one, and places it's used; learning about detecting negative cycles and finding shortest paths with the Bellman-Ford and Floyd-Warshall algorithms; discovering bridges and articulation points in graphs; understanding and detecting strongly connected components with Tarjan's algorithm, and finally solving the travelling salesman problem with dynamic programming.

Who this course is for:

Anybody ready for a deep dive into graph theory!



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