DSpace Repository

Design of neuro-swarming computational solver for the fractional Bagley–Torvik mathematical model

Show simple item record

dc.contributor.author Guirao, Juan L. G.
dc.contributor.author Sabir, Zulqurnain
dc.contributor.author Raja, Muhammad Asif Zahoor
dc.contributor.author Baleanu, Dumitru
dc.date.accessioned 2024-03-05T12:59:19Z
dc.date.available 2024-03-05T12:59:19Z
dc.date.issued 2022-02
dc.identifier.citation Guirao, Juan L. G.;...et.al. (2022). "Design of neuro-swarming computational solver for the fractional Bagley–Torvik mathematical model", European Physical Journal Plus, Vol.137, No.2. tr_TR
dc.identifier.issn 21905444
dc.identifier.uri http://hdl.handle.net/20.500.12416/7466
dc.description.abstract This study is to introduce a novel design and implementation of a neuro-swarming computational numerical procedure for numerical treatment of the fractional Bagley–Torvik mathematical model (FBTMM). The optimization procedures based on the global search with particle swarm optimization (PSO) and local search via active-set approach (ASA), while Mayer wavelet kernel-based activation function used in neural network (MWNNs) modeling, i.e., MWNN-PSOASA, to solve the FBTMM. The efficiency of the proposed stochastic solver MWNN-GAASA is utilized to solve three different variants based on the fractional order of the FBTMM. For the meticulousness of the stochastic solver MWNN-PSOASA, the obtained and exact solutions are compared for each variant of the FBTMM with reasonable accuracy. For the reliability of the stochastic solver MWNN-PSOASA, the statistical investigations are provided based on the stability, robustness, accuracy and convergence metrics. tr_TR
dc.language.iso eng tr_TR
dc.relation.isversionof 10.1140/epjp/s13360-022-02421-3 tr_TR
dc.rights info:eu-repo/semantics/openAccess tr_TR
dc.title Design of neuro-swarming computational solver for the fractional Bagley–Torvik mathematical model tr_TR
dc.type article tr_TR
dc.relation.journal European Physical Journal Plus tr_TR
dc.contributor.authorID 56389 tr_TR
dc.identifier.volume 137 tr_TR
dc.identifier.issue 2 tr_TR
dc.contributor.department Çankaya Üniversitesi, Fen Edebiyat Fakültesi, Matematik Bölümü tr_TR


Files in this item

This item appears in the following Collection(s)

Show simple item record