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System reliability optimization with heterogeneous components using hosted cuckoo optimization algorithm

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  • Mellal, Mohamed Arezki
  • Al-Dahidi, Sameer
  • Williams, Edward J.

Abstract

During the last decade, system reliability optimization has been widely investigated. New strategies have been introduced recently to improve the overall system reliability, such as the standby and heterogeneous redundant components. However, the problem formulations of these strategies are more complex. This paper addresses the system reliability-redundancy allocation problem (RRAP) with heterogeneous components. A new solution approach, called hosted cuckoo optimization algorithm (HO-COA), is proposed to effectively solve the problem. It is based on the latest researches on the cuckoos. The egg-laying recognition used in this paper is more realistic than the simple cuckoo optimization algorithm (COA). The effectiveness of the proposed approach is verified on five case studies and the application results are compared to those obtained in the literature, the simple cuckoo optimization algorithm (COA), the differential evolution method (DE), and the flower pollination algorithm (FPA). The fifth case study represents a large-scale system highlighting the superiority of the HO-COA.

Suggested Citation

  • Mellal, Mohamed Arezki & Al-Dahidi, Sameer & Williams, Edward J., 2020. "System reliability optimization with heterogeneous components using hosted cuckoo optimization algorithm," Reliability Engineering and System Safety, Elsevier, vol. 203(C).
    • Handle: RePEc:eee:reensy:v:203:y:2020:i:c:s0951832020306116
    DOI: 10.1016/j.ress.2020.107110
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    Cited by:

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    3. Guilani, Pardis Pourkarim & Ardakan, Mostafa Abouei & Dobani, Ehsan Ramezani, 2022. "Optimal component sequence in heterogeneous 1-out-of-N mixed RRAPs," Reliability Engineering and System Safety, Elsevier, vol. 217(C).
    4. Hsieh, Tsung-Jung, 2023. "Performance indicator-based multi-objective reliability optimization for multi-type production systems with heterogeneous machines," Reliability Engineering and System Safety, Elsevier, vol. 230(C).
    5. Xiang, Jianwen & Wang, Zixiang & Wu, Chuanli & Zhao, Dongdong & Tian, Jing, 2022. "Optimal redundancies of parallel–series systems in irrelevancy coverage model," Reliability Engineering and System Safety, Elsevier, vol. 225(C).
    6. Gyanendra Prasad Joshi & Fayadh Alenezi & Gopalakrishnan Thirumoorthy & Ashit Kumar Dutta & Jinsang You, 2021. "Ensemble of Deep Learning-Based Multimodal Remote Sensing Image Classification Model on Unmanned Aerial Vehicle Networks," Mathematics, MDPI, vol. 9(22), pages 1-17, November.

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