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Intermediate

Big O Notation Formal Proof

#analysis #math #proofs

Mathematically prove the asymptotic upper bound of a recursive function.

Using the formal definition of Big O notation, prove that the recurrence relation T(n) = 2T(n/2) + n is O(n log n). Detail every step of the substitution method or the recursion tree analysis used in your derivation.