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Directed Loop

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Problem context and objectives
Mission briefing

Expedition navigator · Safe camps and hazards form a connected world map

Find a valid route while marking every place already explored: Directed Loop.

Without visited state, the party loops forever or revisits expensive terrain.

How you win

  1. 1Recognize when Directed cycle detection by DFS colors matches the clues
  2. 2Keep this true after every move: gray nodes are exactly the active DFS ancestors and black nodes have no undiscovered cycle below them
  3. 3Reach the result within O(V + E) time and O(V) space

Rules and pressure

  • Target cost: O(V + E) time and O(V) space
  • State rule: gray nodes are exactly the active DFS ancestors and black nodes have no undiscovered cycle below them
Lesson 1 of 3

Treat the DFS path as a live signal. White is unseen, gray is active now, and black is fully checked.

Your call · Node 1 is gray when edge 3 to 1 is inspected. What does that prove?

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