Tutorials Data Structures and Algorithms in C#

DFS on Graphs

DFS on Graphs: free step-by-step lesson with examples, common mistakes, and interview tips — part of Data Structures and Algorithms in C# on Toolliyo Academy.

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Data Structures and Algorithms in C# · Lesson 63 of 120

DFS on Graphs

Foundations & Arrays ✓Lists, Hash, Trees ✓Graphs & DPAdvanced & Projects

Graphs & DP · 3 — Patterns · ~10 min · Graphs

What is this?

DFS on Graphs models relationships as graphs and explores them.

Why should you care?

Networks, grids, and dependencies become graph problems.

See it live — copy this example

Run snippets in a .NET console app, LINQPad, or https://dotnetfiddle.net. Write Big O above every solution.

var g = new Dictionary<int, List<int>>();
void AddEdge(int u, int v) {
  if (!g.ContainsKey(u)) g[u] = new();
  g[u].Add(v);
}
// DFS on Graphs

What happened?

  • Build adjacency first; then BFS/DFS/shortest path.
  • Follow the steps below — typing the code yourself is the fastest way to learn.

Practice next

  1. Type the snippet in a C# console or LINQPad.
  2. Write Big O on top of your solution.
  3. Test empty / single-element edge cases.
  4. Add a failing test then fix it.
  5. Rename variables to domain words.

Remember

You can code a small C# example for DFS on Graphs. You know the complexity class. You tested at least one edge case.

DFS on Graphs drill

AlgoVerse interview prompt on dfs on graphs.

Outcome: You recognize the pattern and ship a correct C# sketch.

Interview prep for this lesson

Practice these questions aloud after reading—each links to a full structured answer.

Junior Detailed
Explain Complexity in the context of Data Structures and Algorithms in C#.
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. How to structure your answer (60–90 seconds) Define Complexity in plain language…
Mid Detailed
What are common mistakes teams make with Arrays when using Data Structures and Algorithms in C#?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. How to structure your answer (60–90 seconds) Define Arrays in plain language for…
Senior Detailed
How would you debug a production issue related to Trees in a Data Structures and Algorithms in C# application?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. How to structure your answer (60–90 seconds) Define Trees in plain language for…
Mid Detailed
Compare two approaches to Patterns—when would you choose each?
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. How to structure your answer (60–90 seconds) Define Patterns in plain language f…
Junior Detailed
Describe a real-world scenario where Problem solving mattered in a Data Structures and Algorithms in C# project.
Short answer: Interviewers want a crisp definition, a practical example from your projects, and awareness of trade-offs—not textbook dumps. How to structure your answer (60–90 seconds) Define Problem solving in plain lan…
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Data Structures and Algorithms in C#
Course syllabus
Foundations
Arrays and Strings
Linked Lists
Stacks and Queues
Hashing
Trees
Graphs
Sorting and Searching
Dynamic Programming
Greedy and Backtracking
Advanced Topics
Projects
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