An investigation on imperialist competitive algorithm for solving reliability-redundancy allocation problems

Hadi A Akbarzadeh Khorshidi, Indra Gunawan, Agung Sutrisno, Sanaz Nikfalazar

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

1 Citation (Scopus)

Abstract

Reliability-redundancy allocation problems (RRAPs) are optimization models that try to find the optimal number of redundant components and their reliability levels simultaneously. Many studies have been developed to solve RRAPs in recent years. There are some specific RRAP models for various system structures to maximize system reliability subject to cost, volume and weight constraints. Different meta-heuristic algorithms have been used in order to reach the best objective function value. In this study, an investigation is done on imperialist competitive algorithm (ICA) to maximize models for series and bridge systems. ICA is used by adjusting different values to algorithm's parameters. This investigation recognizes which combination is the most suitable for solving the RRAPs by ICA. Each combination has been run for 35 times. Therefore, the combinations are compared by descriptive statistics' measures and analysis of variance (ANOVA). Furthermore, the best obtained solution is compared with the previous studies.
Original languageEnglish
Title of host publication2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2015)
EditorsSonglin Chen, Min Xie
Place of PublicationPiscataway NJ USA
PublisherIEEE, Institute of Electrical and Electronics Engineers
Pages1041-1045
Number of pages5
ISBN (Print)9781467380669
DOIs
Publication statusPublished - 2015
EventIEEE International Conference on Industrial Engineering and Engineering Management (IEEM) 2015 - , Singapore
Duration: 6 Dec 20159 Dec 2015
http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7378213

Conference

ConferenceIEEE International Conference on Industrial Engineering and Engineering Management (IEEM) 2015
Abbreviated titleIEEM 2015
CountrySingapore
Period6/12/159/12/15
Internet address

Keywords

  • Analysis of variance
  • Comparison
  • Imperialist competitive algorithm
  • Reliability-redundancy allocation problem

Cite this

Akbarzadeh Khorshidi, H. A., Gunawan, I., Sutrisno, A., & Nikfalazar, S. (2015). An investigation on imperialist competitive algorithm for solving reliability-redundancy allocation problems. In S. Chen, & M. Xie (Eds.), 2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2015) (pp. 1041-1045). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/IEEM.2015.7385807