Complexity The function accumulate operates on a list of n integers where each element was chosen inde- pendently from the set {1, 2, ..., 8} with uniform probability. In analyzing the running time of this code, we are only interested in the number of explicit assignment statements (lines 1, 4 and 8) not the loop controls. Your answers should be in terms of n and give actual values not asymptotic classes. Arrays are using 1-based indexing. def accumulate(A): 1 sum = 2 for i in 1 to n: #1-based indexing 3 if A[i] < 7: 4 sum = sum +A|i] else: 5 for j in 1 to n: for k in 1 to j: sum = sum + A[i]/A[j] 7 8 10 return sum (b) Worst Case Prove a worst-case analysis being careful to provide all the required pieces. Give an exact count of the operations of interest (total count of lines 1, 4 and 8), not an asymptotic bound. (c) Average case Give a formula for the total number of assignment statements (Lines #1, #4, and #8) executed in the average case. Explain each term in your formula so the reader can see the justification. You do not need to simplify the equation.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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Complexity
The function accumulate operates on a list of n integers where each element was chosen inde-
pendently from the set {1, 2, ..., 8} with uniform probability. In analyzing the running time
of this code, we are only interested in the number of explicit assignment statements (lines 1, 4
and 8) not the loop controls. Your answers should be in terms of n and give actual values not
asymptotic classes. Arrays are using 1-based indexing.
def accumulate(A):
1
sum =
2
for i in 1 to n:
#1-based indexing
3
if A[i] < 7:
4
sum = sum +A|i]
else:
5
for j in 1 to n:
for k in 1 to j:
sum = sum + A[i]/A[j]
7
8
10 return sum
(b) Worst Case Prove a worst-case analysis being careful to provide all the required pieces. Give
an exact count of the operations of interest (total count of lines 1, 4 and 8), not an asymptotic
bound.
(c) Average case Give a formula for the total number of assignment statements (Lines #1, #4,
and #8) executed in the average case. Explain each term in your formula so the reader can
see the justification. You do not need to simplify the equation.
Transcribed Image Text:Complexity The function accumulate operates on a list of n integers where each element was chosen inde- pendently from the set {1, 2, ..., 8} with uniform probability. In analyzing the running time of this code, we are only interested in the number of explicit assignment statements (lines 1, 4 and 8) not the loop controls. Your answers should be in terms of n and give actual values not asymptotic classes. Arrays are using 1-based indexing. def accumulate(A): 1 sum = 2 for i in 1 to n: #1-based indexing 3 if A[i] < 7: 4 sum = sum +A|i] else: 5 for j in 1 to n: for k in 1 to j: sum = sum + A[i]/A[j] 7 8 10 return sum (b) Worst Case Prove a worst-case analysis being careful to provide all the required pieces. Give an exact count of the operations of interest (total count of lines 1, 4 and 8), not an asymptotic bound. (c) Average case Give a formula for the total number of assignment statements (Lines #1, #4, and #8) executed in the average case. Explain each term in your formula so the reader can see the justification. You do not need to simplify the equation.
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