Comparison of classical and heuristic methods for solving engineering design problems

Basit Öğe Kaydı
dc.authorid0000-0002-1723-4108
dc.authorid0000-0002-7672-1846
dc.contributor.authorTanrıver, Kürşat
dc.contributor.authorAy, Mustafa
dc.date.accessioned2024-10-22T10:53:43Z
dc.date.available2024-10-22T10:53:43Z
dc.date.issued2024
dc.departmentFakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Mekatronik Mühendisliği Bölümü
dc.description.abstractThis paper presents an innovative application of the Ant Colony Optimization (ACO) algorithm to optimize engineering problems, specifically on welded beams and pressure vessels. A simulation study was conducted to evaluate the performance of the new ACO algorithm, comparing it with classical optimization techniques and other heuristic algorithms previously discussed in the literature. The algorithm was executed 20 times to obtain the most efficient results. The best performance outcome in the welded beam simulation was 1.7288, achieved after 540 iterations using 1000 ants, with a computation time of 6.27 seconds. Similarly, the best performance result in the pressure vessel simulation was 5947.1735, obtained after 735 iterations using 1000 ants and completed in 6.97 seconds. Compared to similar results reported in the literature, the new ACO algorithm demonstrated superior performance, offering an outstanding solution. Additionally, users can utilize this new ACO algorithm to quickly acquire information about welded beam design and prefabrication through simulation.
dc.identifier.citationTanrıver, K., & Ay, M. (2024). Comparison of classical and heuristic methods for solving engineering design problems. European Mechanical Science, 8(4), pp. 267-277. https://doi. org/10.26701/ems.1509881
dc.identifier.endpage277
dc.identifier.issn2587-1110
dc.identifier.issue4
dc.identifier.startpage267
dc.identifier.urihttps://doi.org/10.26701/ems.1509881
dc.identifier.urihttps://hdl.handle.net/20.500.13055/831
dc.identifier.volume8
dc.indekslendigikaynakTR-Dizin
dc.institutionauthorTanrıver, Kürşat
dc.institutionauthorid0000-0002-1723-4108
dc.language.isoen
dc.relation.ispartofEuropean Mechanical Science
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectAnt Colony
dc.subjectEngineering Design
dc.subjectMATLAB
dc.subjectOptimization
dc.subjectWelded Beam Design
dc.subjectPressure Vessel
dc.titleComparison of classical and heuristic methods for solving engineering design problems
dc.typeArticle
dspace.entity.typePublication

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