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Reseach Article

Hybrid Algorithm for Optimization Problems Applied to Single Machine Scheduling

by Hemmak Allaoua, Bouderah Brahim
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 66 - Number 24
Year of Publication: 2013
Authors: Hemmak Allaoua, Bouderah Brahim
10.5120/11262-5749

Hemmak Allaoua, Bouderah Brahim . Hybrid Algorithm for Optimization Problems Applied to Single Machine Scheduling. International Journal of Computer Applications. 66, 24 ( March 2013), 7-11. DOI=10.5120/11262-5749

@article{ 10.5120/11262-5749,
author = { Hemmak Allaoua, Bouderah Brahim },
title = { Hybrid Algorithm for Optimization Problems Applied to Single Machine Scheduling },
journal = { International Journal of Computer Applications },
issue_date = { March 2013 },
volume = { 66 },
number = { 24 },
month = { March },
year = { 2013 },
issn = { 0975-8887 },
pages = { 7-11 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume66/number24/11262-5749/ },
doi = { 10.5120/11262-5749 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:23:17.115533+05:30
%A Hemmak Allaoua
%A Bouderah Brahim
%T Hybrid Algorithm for Optimization Problems Applied to Single Machine Scheduling
%J International Journal of Computer Applications
%@ 0975-8887
%V 66
%N 24
%P 7-11
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper, we will present a new variant of genetic algorithm to solve optimization problems where the number of feasible solutions is very important. This approach consists on a hybrid algorithm between genetic algorithms introduced by J. Holland (1975) and dynamic programming method of R. Bellman (1957). Then we will apply this hybrid algorithm to solve a single machine scheduling problem that consists to minimizing the sum of earliness and tardiness costs with common due date. Our goal is designing a new approach to find a good near solutions for combinatory problems as scheduling problems or traveling salesman problem which have an exponential number of solutions and known as NP-hard problems.

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Index Terms

Computer Science
Information Sciences

Keywords

Genetic Algorithm Scheduling Dynamic programming Optimization