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An Efficient Heuristic for a Discrete Optimization Problem


Article Information

Title: An Efficient Heuristic for a Discrete Optimization Problem

Authors: Nodari Vakhania, Elisa Chinos, Crispin Zavala

Journal: Journal of computer science technology updates

HEC Recognition History
No recognition records found.

Publisher: Cosmos Scholars Publishing House

Year: 2015

Volume: 2

Issue: 2

Language: en

Keywords: heuristicSchedulingDiscrete optimizationFeasible solutionApproximation algorithm

Categories

Abstract

In this paper we deal with a discrete optimization problem, which, among many other such problems, is computationally intractable. Since the existence of an exact solution algorithm for our problem is highly unlikely, the development of heuristic and approximation algorithms is of a great importance. Here we briefly discuss this issue and describe a robust 2-approximation heuristic that is used for getting an approximation solution for the problem of scheduling jobs with release times and due-dates on a single machine to minimize the maximum job lateness.


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