DFS Traversal VisualizerO(V + E) Depth-First Search

LeetCode #200
Start NodeA
Nodes Visited0 / 7
Call Stack Depth1
Step 1 / 0
Ready to start DFS traversal.
A-ON STACK (1)B-C-D-E-F-G-
Start Node:
Order:None
Code Execution

💡 DFS Traversal in Layman's Terms

Depth-First Search (DFS) works like exploring a maze with a spool of string! It dives as deep as possible down a single path before backtracking when hitting a dead end.

How it Works Step-by-Step:
  • 1Dive Deep Down One Path: Start at the root node and pick an unexplored branch. Keep walking down that same path without turning back!
  • 2Hit a Dead End: When you reach a room with no new unvisited tunnels, stop.
  • 3Backtrack (Retrace Steps): Rewind your string backward to the previous room in your Call Stack until you find an unexplored side tunnel.
  • 4Repeat Until Done: Explore every side tunnel until all nodes have been visited!
🗝️ Real-World Analogy: Cave Exploration & Treasure Hunting

Imagine exploring an underground cave network. You follow the leftmost tunnel as deep into the earth as it goes. When you hit a solid rock wall (dead end), you retrace your steps backward to the last intersection and try the right tunnel!

Call Stack (LIFO - Last In First Out)Depth 1
[0]A
Time: O(V + E)Space: O(V)
LeetCode #200