Advanced search ?

Object

Download

Title: Effective Design of the Simulated Annealing Algorithm for the Flowshop Problem with Minimum Makespan Criterion, Journal of Telecommunications and Information Technology, 2012, nr 2

Creator:

Hurkała, Jarosław ; Hurkała, Adam

Date:

2012, nr 2

Resource Type:

artykuł

Description:

In this paper we address the n-job, m-machine flowshop scheduling problem with minimum completion time (makespan) as the performance criterion. We describe an efficient design of the Simulated Annealing algorithm for solving approximately this NP-hard problem. The main difficulty in implementing the algorithm is no apparent analogy for the temperature as a parameter in the flowshop combinatorial problem. Moreover, the quality of solutions is dependent on the choice of cooling scheme, initial temperature, number of iterations, and the temperature decrease rate at each step as the annealing proceeds. We propose how to choose the values of all the aforementioned parameters, as well as the Boltzmann factor for the Metropolis scheme. Three perturbation techniques are tested and their impact on the solutions quality is analyzed. We also compare a heuristic and randomly generated solutions as initial seeds to the annealing optimization process. Computational experiments indicate that the proposed design provides very good results – the quality of solutions of the Simulated Annealing algorithm is favorably compared with two different heuristics.

Publisher:

Instytut Łączności - Państwowy Instytut Badawczy, Warszawa

Format:

application/pdf

Resource Identifier:

oai:bc.itl.waw.pl:1235 ; ISSN 1509-4553, on-line: ISSN 1899-8852

DOI:

10.26636/jtit.2012.2.1269

ISSN:

1509-4553

eISSN:

1899-8852

Source:

Journal of Telecommunications and Information Technology

Language:

ang

Rights Management:

Biblioteka Naukowa Instytutu Łączności

Subject and keywords:

simulated annealing heuristics flowshop makespan

Object collections:

Last modified:

Aug 29, 2024

In our library since:

Jul 10, 2013

Number of object content hits:

104

All available object's versions:

https://bc.itl.waw.pl/publication/1542

Show description in RDF format:

RDF

Show description in OAI-PMH format:

OAI-PMH

Edition name Date
Hurkała, Jarosław; Hurkała, Adam, Effective Design of the Simulated Annealing Algorithm for the Flowshop Problem with Minimum Makespan Criterion, Journal of Telecommunications and Information Technology, 2012, nr 2 Aug 29, 2024

Objects Similar
Hierarchical Multiobjective Routing in MPLS Networks with Two Service Classes – A Meta-Heuristic Solution, Journal of Telecommunications and Information Technology, 2009, nr 3

Craveirinha, Jose Clımaco, Joao Girao-Silva, Rita

2009, nr 3
artykuł
Multiobjective Approachto Localization in Wireless Sensor Networks, Journal of Telecommunications and Information Technology, 2009, nr 3

Niewiadomska-Szynkiewicz, Ewa Marks, Michał

2009, nr 3
artykuł
Localization in Wireless Sensor Networks Using Heuristic Optimization Techniques, Journal of Telecommunications and Information Technology, 2011, nr 4

Niewiadomska-Szynkiewicz, Ewa Marks, Michał Kamola, Mariusz

2011, nr 4
artykuł
On the performance analysis of a heuristic approach dedicated to a multiobjective dynamic routing model, Journal of Telecommunications and Information Technology, 2005, nr 3

Craveirinha, Jose Clımaco, Joao N. Jorge, Luısa Martins, Lucia

2005, nr 3
artykuł
Energy-saving Algorithms for the Control of Backbone Networks: A Survey, Journal of Telecommunications and Information Technology, 2016, nr 2

Niewiadomska-Szynkiewicz, Ewa Sikora, Andrzej Arabas, Piotr Kamola, Mariusz

2016, nr 2
artykuł
Swarm Intelligence-based Partitioned Recovery in Wireless Sensor Networks, Journal of Telecommunications and Information Technology, 2018, nr 3

Kumar, Gaurav Ranga, Virender

2018, nr 3
artykuł
Fairness considerations with algorithms for elastic traffic routing, Journal of Telecommunications and Information Technology, 2004, nr 2

Pióro, Michał Laborczi, Peter Cinkler, Tibor

2004, nr 2
artykuł
More
×

Citation

Citation style:

Contact details

Address

Instytut Łączności – Państwowy Instytut Badawczy ul. Szachowa 1 04-894 Warszawa

Phone

(+48) 5128 696

E-Mail

biblioteka@il-pib.pl

Visit us!

This page uses 'cookies'. More information