• Home
  • Browse
    • Current Issue
    • By Issue
    • By Author
    • By Subject
    • Author Index
    • Keyword Index
  • Journal Info
    • About Journal
    • Aims and Scope
    • Editorial Board
    • Editorial Staff
    • Publication Ethics
    • Indexing and Abstracting
    • Related Links
    • FAQ
    • Peer Review Process
    • News
  • Guide for Authors
  • Submit Manuscript
  • Reviewers
  • Contact Us
 
  • Login
  • Register
Home Articles List Article Information
  • Save Records
  • |
  • Printable Version
  • |
  • Recommend
  • |
  • How to cite Export to
    RIS EndNote BibTeX APA MLA Harvard Vancouver
  • |
  • Share Share
    CiteULike Mendeley Facebook Google LinkedIn Twitter Telegram
Journal of AI and Data Mining
Articles in Press
Current Issue
Journal Archive
Volume Volume 7 (2019)
Volume Volume 6 (2018)
Volume Volume 5 (2017)
Volume Volume 4 (2016)
Issue Issue 2
Issue Issue 1
Volume Volume 3 (2015)
Volume Volume 2 (2014)
Volume Volume 1 (2013)
Maadi, M., Javidnia, M., Ghasemi, M. (2016). Applications of two new algorithms of cuckoo optimization (CO) and forest optimization (FO) for solving single row facility layout problem (SRFLP). Journal of AI and Data Mining, 4(1), 35-48. doi: 10.5829/idosi.JAIDM.2016.04.01.05
M. Maadi; M. Javidnia; M. Ghasemi. "Applications of two new algorithms of cuckoo optimization (CO) and forest optimization (FO) for solving single row facility layout problem (SRFLP)". Journal of AI and Data Mining, 4, 1, 2016, 35-48. doi: 10.5829/idosi.JAIDM.2016.04.01.05
Maadi, M., Javidnia, M., Ghasemi, M. (2016). 'Applications of two new algorithms of cuckoo optimization (CO) and forest optimization (FO) for solving single row facility layout problem (SRFLP)', Journal of AI and Data Mining, 4(1), pp. 35-48. doi: 10.5829/idosi.JAIDM.2016.04.01.05
Maadi, M., Javidnia, M., Ghasemi, M. Applications of two new algorithms of cuckoo optimization (CO) and forest optimization (FO) for solving single row facility layout problem (SRFLP). Journal of AI and Data Mining, 2016; 4(1): 35-48. doi: 10.5829/idosi.JAIDM.2016.04.01.05

Applications of two new algorithms of cuckoo optimization (CO) and forest optimization (FO) for solving single row facility layout problem (SRFLP)

Article 5, Volume 4, Issue 1, Winter and Spring 2016, Page 35-48  XML PDF (1099 K)
Document Type: Original Manuscript
DOI: 10.5829/idosi.JAIDM.2016.04.01.05
Authors
M. Maadi1; M. Javidnia 2; M. Ghasemi2
1Department of Industrial Engineering, Damghan, Iran.
2Department of Computer Engineering, Damghan, Iran.
Abstract
Nowadays, due to inherent complexity of real optimization problems, it has always been a challenging issue to develop a solution algorithm to these problems. Single row facility layout problem (SRFLP) is a NP-hard problem of arranging a number of rectangular facilities with varying length on one side of a straight line with aim of minimizing the weighted sum of the distance between all facility pairs. In this paper two new algorithms of cuckoo optimization and forest optimization are applied and compared to solve SRFLP for the first time. The operators of two algorithms are adapted according to the characteristics of SRFLP and results are compared for two groups of benchmark instances of the literature. These groups consist of instances with the number of facilities less and more than 30. Results on two groups of instances show that proposed cuckoo optimization based algorithm has better performance rather than proposed forest optimization based algorithm in both aspects of finding the best solution and Computational time.
Keywords
Facility layout problem; Single row facility layout problem; Cuckoo optimization algorithm; Forest optimization algorithm
Main Subjects
F.2.7. Optimization
Statistics
Article View: 1,782
PDF Download: 2,784
Home | Glossary | News | Aims and Scope | Sitemap
Top Top

free analytics


Creative Commons License
JAD is licensed under a Creative Commons Attribution 4.0 International License.

Journal Management System. Designed by sinaweb.