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© 2026 DSAPatterns

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QuestionsShortest PathPath With Minimum Effort

Path With Minimum Effort

MEDIUM

Master this problem using the Shortest Path pattern.

Solve on LeetCode
Pattern: Shortest Path
Pattern Intuition & Strategy

When approaching Path With Minimum Effort, look for key problem signals that suggest using the Shortest Path pattern. Focus on reducing redundant iterations, maintaining state invariant, and optimizing space-time complexity.

Key Invariant

Maintain optimal range bounds or hash frequency state during traversal.

Expected Complexity

Time: O(N) or O(N log N) | Space: O(1) to O(N)

Study Resource

Need code templates for Shortest Path?

Check out our visual cheatsheet with copy-paste C++ code skeletons.

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HARD

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