Say in a scheduling scenario you are given a number of jobs, each with a start time and a finish time. Two jobs conflict if they overlap in time, i.e., one of them starts between the start and finish times of the other. Your goal is to select a maximum-size subset of jobs that have no conflicts. Example: Three jobs consuming the intervals [0, 3], [2, 5], and [4, 7]. The optimal solution in this case would consist of the first and third ones. Design and describe a greedy algorithm that computes an optimal solution to this problem. Informally argue why the solution is likely to be optimal and demonstrate on an example. You may assume that there are no ties.

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
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Say in a scheduling scenario you are given a number of jobs, each with a start time and a finish time.
Two jobs conflict if they overlap in time, i.e., one of them starts between the start and finish times of the
other. Your goal is to select a maximum-size subset of jobs that have no conflicts.
Example: Three jobs consuming the intervals [0, 3], [2, 5], and [4, 7]. The optimal solution in this case
would consist of the first and third ones.
Design and describe a greedy algorithm that computes an optimal solution to this problem. Informally
argue why the solution is likely to be optimal and demonstrate on an example. You may assume that
there are no ties.
Transcribed Image Text:Say in a scheduling scenario you are given a number of jobs, each with a start time and a finish time. Two jobs conflict if they overlap in time, i.e., one of them starts between the start and finish times of the other. Your goal is to select a maximum-size subset of jobs that have no conflicts. Example: Three jobs consuming the intervals [0, 3], [2, 5], and [4, 7]. The optimal solution in this case would consist of the first and third ones. Design and describe a greedy algorithm that computes an optimal solution to this problem. Informally argue why the solution is likely to be optimal and demonstrate on an example. You may assume that there are no ties.
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