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Recursive Algorithm Analysis

#algorithms #complexity #recursion

Analyze the time complexity of a recursive function with memoization.

Analyze the time complexity of the following recursive function that calculates the nth Fibonacci number using memoization. Provide a step-by-step derivation using the Master Theorem where applicable, or by analyzing the recursion tree and state space reduction achieved by caching.