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A hybrid computing approach to design the novel second order singular perturbed delay differential Lane-Emden model

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dc.contributor.author Sabir, Zulqurnain
dc.contributor.author Baleanu, Dumitru
dc.contributor.author Raja, Muhammad Asif Zahoor
dc.contributor.author Hincal, Evren
dc.date.accessioned 2024-02-09T11:40:35Z
dc.date.available 2024-02-09T11:40:35Z
dc.date.issued 2022-08-01
dc.identifier.citation Sabir, Zulqurnain;...et.al. (2022). "A hybrid computing approach to design the novel second order singular perturbed delay differential Lane-Emden model", Physica Scripta, Vol.97, No.8. tr_TR
dc.identifier.issn 00318949
dc.identifier.uri http://hdl.handle.net/20.500.12416/7138
dc.description.abstract In this study, the mathematical form of the second order perturbed singular delay differential system is presented. The comprehensive features using the singular-point, perturbed factor and pantograph term are provided together with the shape factor of the second order perturbed singular delay differential system. The novel model is simulated numerically through the artificial neural networks (ANNs) based on the global/local optimization procedures, i.e., genetic algorithm (GA) and sequential quadratic programming (SQP). An activation function is constructed by using the differential model based on the second order perturbed singular delay differential system. The optimization of fitness function is performed through the hybrid computing strength of the ANNs-GA-SQP to solve the second order perturbed singular delay differential system. The exactness, substantiation, and authentication of the novel system is observed to solve three different variants of the novel model. The convergence, robustness, correctness, and stability of the numerical approach is performed using the comparison procedures of the available exact solutions. For the reliability, the statistical performances with necessary processes are provided using the ANNs-GA-SQP. tr_TR
dc.language.iso eng tr_TR
dc.relation.isversionof 10.1088/1402-4896/ac7a6a tr_TR
dc.rights info:eu-repo/semantics/closedAccess tr_TR
dc.subject Artificial Neural Networks tr_TR
dc.subject Delay Perturbed Differential Model tr_TR
dc.subject Global Approach tr_TR
dc.subject Local Approach tr_TR
dc.subject Singular tr_TR
dc.subject Statistical Analysis tr_TR
dc.title A hybrid computing approach to design the novel second order singular perturbed delay differential Lane-Emden model tr_TR
dc.type article tr_TR
dc.relation.journal Physica Scripta tr_TR
dc.contributor.authorID 56389 tr_TR
dc.identifier.volume 97 tr_TR
dc.identifier.issue 8 tr_TR
dc.contributor.department Çankaya Üniversitesi, Fen-Edebiyat Fakültesi, Matematik Bölümü tr_TR


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