
Database System Concepts
7th Edition
ISBN: 9780078022159
Author: Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher: McGraw-Hill Education
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Question
- Assume we want to sort an array A[1..n] based on merge sort
algorithm and you have been already provided with an implementation of the merge procedure Merge(A, p, q, r) to combine two sorted arrays A[p..q] and A[q+1..r], that is you can use this procedure directly:
- Write the pseudocode for the merge sort algorithm.
- Draw a tree diagram to demonstrate the merge sorting process of the following sequence: 5 4 3 2 1.
- Similarly, if you are provided with a procedure Find-Max-Crossing-Subarray (A, low, mid, high), write the pseudocode for a divide-and-conquer algorithm to solve the maximum subarray problem, which has been described in Question 2.
Here is question 2 for the third part (I have also provided an image of the array problem as well):
Given an array A[1…n] of numeric values (can be positive, zero, and negative) determine the subarray A[i…j] (1≤ i ≤ j ≤ n) whose sum of elements is maximum over all subvectors. Below is a brute-force algorithm. Analyze its best case, worst case and average case time complexity in terms of a polynomial of n and the asymptotic notation of ɵ. You need to show the steps of your analysis.
![MAX-SUBARRAY-BRUTE-FORCE (A)
n = A.length
max-so-far
88
for 1 to n
sum = 0
for h=1 to n
sum = sum + A[h]
if sum > max-so-far
max-so-far sum
low = 1
high = h
return (low, high)
=](https://content.bartleby.com/qna-images/question/2724f57d-1ebd-4904-b3e9-94cc6d926852/1474858d-372c-46ce-bfb7-e8fbca77d545/qmdz2va_thumbnail.png)
Transcribed Image Text:MAX-SUBARRAY-BRUTE-FORCE (A)
n = A.length
max-so-far
88
for 1 to n
sum = 0
for h=1 to n
sum = sum + A[h]
if sum > max-so-far
max-so-far sum
low = 1
high = h
return (low, high)
=
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