A Comprehensive Comparison of Binary Archimedes Optimization Algorithms on Uncapacitated Facility Location Problems
dc.contributor.author | Çınar, Ahmet Cevahir | |
dc.date.accessioned | 2023-04-10T20:29:28Z | |
dc.date.available | 2023-04-10T20:29:28Z | |
dc.date.issued | 2022 | |
dc.department | Rektörlük, Rektörlüğe Bağlı Birimler, Düzce Üniversitesi Dergileri | en_US |
dc.description.abstract | Metaheuristic optimization algorithms are widely used in solving NP-hard continuous optimization problems. Whereas, in the real world, many optimization problems are discrete. The uncapacitated facility location problem (UFLP) is a pure discrete binary optimization problem. Archimedes optimization algorithm (AOA) is a recently develop metaheuristic optimization algorithm and there is no binary variant of AOA. In this work, 17 transfer functions (TF1-TF17) are used for mapping continuous values to binary values. 17 binary variants of AOA (BAOA1- BAOA17) are proposed for solving UFLPs. 16 to 100-dimensional UFLPs were solved with binary variants of AOA. Stationary and non-stationary transfer functions were compared in terms of solution quality. The non-stationary transfer functions were produced better solutions than stationary transfer functions. Peculiar parameter analyzes for binary optimization problems were performed in the best variant (BAOA9) produced with TF9 transfer function. | en_US |
dc.identifier.doi | 10.29130/dubited.876284 | |
dc.identifier.endpage | 38 | en_US |
dc.identifier.issn | 2148-2446 | |
dc.identifier.issue | 1 | en_US |
dc.identifier.startpage | 27 | en_US |
dc.identifier.trdizinid | 1123378 | en_US |
dc.identifier.uri | http://doi.org/10.29130/dubited.876284 | |
dc.identifier.uri | https://search.trdizin.gov.tr/yayin/detay/1123378 | |
dc.identifier.uri | https://hdl.handle.net/20.500.12684/11873 | |
dc.identifier.volume | 10 | en_US |
dc.indekslendigikaynak | TR-Dizin | en_US |
dc.language.iso | en | en_US |
dc.relation.ispartof | Düzce Üniversitesi Bilim ve Teknoloji Dergisi | en_US |
dc.relation.publicationcategory | Makale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
dc.rights | info:eu-repo/semantics/openAccess | en_US |
dc.subject | Binary optimization | en_US |
dc.subject | Uncapacitated facility location problem | en_US |
dc.subject | Archimedes optimization algorithm İkili optimizasyon | en_US |
dc.subject | Kapasitesiz tesis yerleşimi problemi | en_US |
dc.subject | Arşimet optimizasyon algoritması | en_US |
dc.title | A Comprehensive Comparison of Binary Archimedes Optimization Algorithms on Uncapacitated Facility Location Problems | en_US |
dc.type | Article | en_US |
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