[SOLVED] CH08-320201-Homework 2: Algorithms And Data Structures

Description

Problem 1: Merge Sort                                                                                                                                 (7+3+4+2=16 points)

• Implement a variant of Merge Sort that does not divide the problem all the way down to subproblems of size 1. Instead, when reaching subsequences of length k it applies Insertion Sort on these n/k
• Apply it to the different sequences from Problem 2 (from last homework) for different numbers of k. Add the computation times to the plots you had generated in Problem 2.
• How do the different values of k change the best-, average-, and worst-case asymptotic time complexities for this variant? Explain/proove your answer.
• Based on the results from (b) and (c), how would you choose k in practice? Briefly explain.

Problem 2: Recurrences                                                                                                                          (2+2+2+2+2=10 points)

Use substitution method, recursion tree, or master method to derive upper and lower bounds for T(n) in each of the following recurrences. Make the bounds as tight as possible. Assume that T(n) is constant for n≤ 2.

• T(n) = 36T(n/6) + 2n.
• T(n) = 5T(n/3) + 17n^1.2.
• T(n) = 12T(n/2) + n² lgn.
• T(n) = 3T(n/5) + T(n/2) + 2ⁿ.
• T(n) = T(2n/5) + T(3n/5) + Θ(n).