Discrete sizing/layout/topology optimization of truss structures with an advanced Jaya algorithm

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dc.contributor.authorDegertekin, S. O.
dc.contributor.authorLamberti, L.
dc.contributor.authorUgur, I. B.
dc.date.accessioned2024-04-24T16:10:53Z
dc.date.available2024-04-24T16:10:53Z
dc.date.issued2019
dc.departmentDicle Üniversitesien_US
dc.description.abstractDiscrete optimization of truss structures is a hard computing problem with many local minima. Metaheuristic algorithms are naturally suited for discrete optimization problems as they do not require gradient information. A recently developed method called Jaya algorithm (JA) has proven itself very efficient in continuous engineering problems. Remarkably, JA has a very simple formulation and does not utilize algorithm-specific parameters. This study presents a novel JA formulation for discrete optimization of truss structures under stress and displacement constraints. The new algorithm, denoted as discrete advanced JA (DAJA), implements efficient search mechanisms for generating new trial designs including discrete sizing, layout and topology optimization variables. Besides the JA's basic concept of moving towards the best design of the population and moving away from the worst design, DAJA tries to form a set of descent directions in the neighborhood of each candidate designs thus generating high quality trial designs that are very likely to improve current population. Results collected in seven benchmark problems clearly demonstrate the superiority of DAJA over other state-of-the-art metaheuristic algorithms and multi-stage continuous-discrete optimization formulations. (C) 2019 Elsevier B.V. All rights reserved.en_US
dc.identifier.doi10.1016/j.asoc.2019.03.058
dc.identifier.endpage390en_US
dc.identifier.issn1568-4946
dc.identifier.issn1872-9681
dc.identifier.scopus2-s2.0-85064276196
dc.identifier.scopusqualityQ1
dc.identifier.startpage363en_US
dc.identifier.urihttps://doi.org/10.1016/j.asoc.2019.03.058
dc.identifier.urihttps://hdl.handle.net/11468/15169
dc.identifier.volume79en_US
dc.identifier.wosWOS:000467687500024
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherElsevier Science Bven_US
dc.relation.ispartofApplied Soft Computing
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectMetaheuristic Algorithmsen_US
dc.subjectDiscrete Optimization Of Truss Structuresen_US
dc.subjectSizing/Layout/Topology Variablesen_US
dc.subjectDescent Directions And Approximate Line Searchen_US
dc.titleDiscrete sizing/layout/topology optimization of truss structures with an advanced Jaya algorithmen_US
dc.titleDiscrete sizing/layout/topology optimization of truss structures with an advanced Jaya algorithm
dc.typeArticleen_US

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