Beginner Topic 11 of 51 Theory & Discrete Math
Graph Theory Basics
Vertices, edges, degrees and paths.
How it works
Graph theory studies vertices connected by edges. Basic concepts include directed and undirected graphs, degree, paths, cycles, connectivity, components, simple versus multigraphs, complete and bipartite graphs, subgraphs and isomorphism. The handshake lemma says the sum of degrees equals twice the number of edges. Representations include adjacency lists and matrices, and many algorithms build on traversal.
Where it is used
Modeling networks, maps, social relations, dependencies, scheduling conflicts, circuits and molecules, and algorithms for shortest paths, flow and matching, rely on graph theory.
Common pitfall
Terminology varies between authors, such as whether paths may repeat vertices. Confusing degree in directed graphs, in-degree versus out-degree, or treating a drawing as the graph itself causes mistakes: different drawings may be the same graph. Verify definitions before applying theorems, and test claims on small examples.
Where it fits in the course
Graph Theory Basics is topic 11 of 51 in Theory & Discrete Math, rated Beginner. It follows Recurrence Relations. The next topic is Trees in Graph Theory.
Practice and explore
- Open the interactive lesson, with a mini quiz.
- Take the Theory & Discrete Math quiz.
- Explore the Graph Traversal visualizer: BFS, DFS and Dijkstra on a weighted graph.
How to study this topic
- Read the explanation above and restate the definition in your own words.
- Open the interactive lesson and answer its mini quiz.
- Read the common pitfall, then write a short example that avoids it.
- Check your understanding in the Theory & Discrete Math quiz, and revisit the topic if you miss a question.
Frequently asked questions
What is Graph Theory Basics?
Where do people use Graph Theory Basics?
What is the most common mistake with Graph Theory Basics?
What should I learn before this topic?
How can I practice it?
Is Graph Theory Basics hard to learn?
How long does it take to learn Graph Theory Basics?
Which topics are related to Graph Theory Basics?
What should I study after Graph Theory Basics?
Related topics
- Recurrence Relations (Theory & Discrete Math)
- Trees in Graph Theory (Theory & Discrete Math)
- Pigeonhole Principle (Theory & Discrete Math)
- Euler and Hamilton Paths (Theory & Discrete Math)
- Algorithm Basics (Algorithms)
- Command Line Basics (DevOps & Tooling)
- HTML Basics (Web Development)