Mellal, Mohamed Arezki and Salhi, Abdellah (2021) Multi-objective System Design Optimization via PPA and a Fuzzy Method. International Journal of Fuzzy Systems, 23 (5). pp. 1213-1221. DOI https://doi.org/10.1007/s40815-021-01068-z
Mellal, Mohamed Arezki and Salhi, Abdellah (2021) Multi-objective System Design Optimization via PPA and a Fuzzy Method. International Journal of Fuzzy Systems, 23 (5). pp. 1213-1221. DOI https://doi.org/10.1007/s40815-021-01068-z
Mellal, Mohamed Arezki and Salhi, Abdellah (2021) Multi-objective System Design Optimization via PPA and a Fuzzy Method. International Journal of Fuzzy Systems, 23 (5). pp. 1213-1221. DOI https://doi.org/10.1007/s40815-021-01068-z
Abstract
System design deals with various challenges of targets and resources, such as reliability, availability, maintainability, cost, weight, volume, and configuration. This paper deals with the multi-objective system availability and cost optimization of parallel–series systems by resorting to the multi-objective strawberry algorithm also known as the Plant Propagation Algorithm or PPA and a fuzzy method. It is the first implementation of this optimization algorithm in the literature for this kind of problem to generate the Pareto Front. The fuzzy method allows helping the decision maker to select the best compromise solution. A numerical case study involving 10 subsystems highlights the applicability of the proposed approach.
Item Type: | Article |
---|---|
Uncontrolled Keywords: | Multi-objective system design; Availability; Cost; Parallel–series system; Plant Propagation Algorithm; Fuzzy method |
Divisions: | Faculty of Science and Health Faculty of Science and Health > Mathematics, Statistics and Actuarial Science, School of |
SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
Depositing User: | Unnamed user with email elements@essex.ac.uk |
Date Deposited: | 28 Apr 2021 09:39 |
Last Modified: | 16 May 2024 20:46 |
URI: | http://repository.essex.ac.uk/id/eprint/30256 |
Available files
Filename: Mellal-Salhi2021_Article_Multi-objectiveSystemDesignOpt.pdf
Licence: Creative Commons: Attribution 3.0