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How many comparisons are needed to locate the maximum and minimum elements in a sequence with 128 elements using the algorithm in Example 2?

Short Answer

Expert verified

Thus, the number of comparisons required is 254.

Step by step solution

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01

Recurrence Relation definition

A recurrence relation is an equation that recursively defines a sequence where the next term is a function of the previous terms:f(n) = a f(n / b) + c

02

Apply Recurrence Relation

The number of comparisons of nelements is f(n)=2f(n/2)+2

Also,f(1)=0

We wantf(128)

Simply apply the rule:

f(128)=2f(64)+2f(128)=2(2f(32)+2)+2f(128)=2(2(2(2(2(2(2f(1)+2)+2)+2)+2)+2)+2)+2f(128)=254

Thus, the number of comparisons required is 254.

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Most popular questions from this chapter

(a) Set up a divide-and-conquer recurrence relation for the number of multiplications required to computexn, where xis a real number and nis a positive integer, using the recursive algorithm from Exercise 26 in Section 5.4.

b) Use the recurrence relation you found in part (a) to construct a big- Oestimate for the number of multiplications used to compute xnusing the recursive algorithm.

Give a big- Oestimate for the function fin Exercise34iffis an increasing function.

Suppose that the votes of npeople for different candidates (where there can be more than two candidates) for a particular office are the elements of a sequence. A person wins the election if this person receives a majority of the votes.

a) Devise a divide-and-conquer algorithm that determines whether a candidate received a majority and, if so, determine who this candidate is. [Hint: Assume that nis even and split the sequence of votes into two sequences, each with n/2elements. Note that a candidate could not have received a majority of votes without receiving a majority of votes in at least one of the two halves.]

b) Use the master theorem to give a big-Oestimate for the number of comparisons needed by the algorithm you devised in part (a).

Suppose that the function \(f\) satisfies the recurrence relation \(f(n) = 2f(\sqrt n ) + 1\) whenever \(n\) is a perfect square greater than\(1\)and\(f(2) = 1\).

a) Find\(f(16)\).

b) Give a big- \(O\) estimate for\(f(n)\). (Hint: Make the substitution\(m = \log n\)).

Find the coefficient of \({x^9}\) in the power series of each of these functions.

a) \({\left( {1 + {x^3} + {x^6} + {x^9} + \cdots } \right)^3}\)

b) \({\left( {{x^2} + {x^3} + {x^4} + {x^5} + {x^6} + \cdots } \right)^3}\)

c) \(\left( {{x^3} + {x^5} + {x^6}} \right)\left( {{x^3} + {x^4}} \right)\left( {x + {x^2} + {x^3} + {x^4} + \cdots } \right)\)

d) \(\left( {x + {x^4} + {x^7} + {x^{10}} + \cdots } \right)\left( {{x^2} + {x^4} + {x^6} + {x^8} + } \right.\)\( \cdots )\)

e) \({\left( {1 + x + {x^2}} \right)^3}\)

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