Let An= {a;}, denote a list of n distinct positive integers. The median mA ÖI An Is a in An such that half the elements in An are less than m (and so, the other half are greater than or equal m). In fact, the median element is said to have a middle rank. (a) Develop an algorithm that uses Sorting to return mA given An. (6%) (b) Now assume that one is given another list B, = {b;}"1 of n distinct positive integers whose median mg is already known. Develop an algorithm that returns the sum of the two elements with value closest to mg, such that one of them is greater than mg and the other is lower than mg. Although sorting Bn would yield a quick solution, we will see later on that this is a exhorbitantly slow process and one can solve the problem without sorting B, in singnificantly faster time. Hence, in your solution, Do Not Sort B, and propose a solution that goes without Sorting. (6%) %3D (c) State a loop invariant for the algorithm you proposed in part (b) above.(6%) (d) Prove the loop invariant you proposed in part (c) above.(7%)

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
Section: Chapter Questions
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Let An = {a;A, denote a list of n distinct positive integers. The median mA of An 15 a Value
in An such that half the elements in An are less than m (and so, the other half are greater than
or equal m). In fact, the median element is said to have a middle rank.
(a) Develop an algorithm that uses Sorting to return mA given An. (6%)
(b) Now assume that one is given another list B = {b;}"-1 of n distinct positive integers whose
median mg is already known. Develop an algorithm that returns the sum of the two
elements with value closest to mg, such that one of them is greater than mg and the other
is lower than mg. Although sorting Bn would yield a quick solution, we will see later on
that this is a exhorbitantly slow process and one can solve the problem without sorting
B, in singnificantly faster time. Hence, in your solution, Do Not Sort B, and propose a
solution that goes without Sorting. (6%)
(c) State a loop invariant for the algorithm you proposed in part (b) above.(6%)
(d) Prove the loop invariant you proposed in part (c) above.(7%)
Transcribed Image Text:Let An = {a;A, denote a list of n distinct positive integers. The median mA of An 15 a Value in An such that half the elements in An are less than m (and so, the other half are greater than or equal m). In fact, the median element is said to have a middle rank. (a) Develop an algorithm that uses Sorting to return mA given An. (6%) (b) Now assume that one is given another list B = {b;}"-1 of n distinct positive integers whose median mg is already known. Develop an algorithm that returns the sum of the two elements with value closest to mg, such that one of them is greater than mg and the other is lower than mg. Although sorting Bn would yield a quick solution, we will see later on that this is a exhorbitantly slow process and one can solve the problem without sorting B, in singnificantly faster time. Hence, in your solution, Do Not Sort B, and propose a solution that goes without Sorting. (6%) (c) State a loop invariant for the algorithm you proposed in part (b) above.(6%) (d) Prove the loop invariant you proposed in part (c) above.(7%)
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