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Computational Performances Of Morlet Wavelet Neural Network For Solving A Nonlinear Dynamic Based On The Mathematical Model Of The Affection Of Layla And Majnun

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dc.contributor.author Sabir, Zulqurnain
dc.contributor.author Baleanu, Dumitru
dc.contributor.author Raja, Muhammad Asif Zahoor
dc.contributor.author Alshomrani, Ali S.
dc.contributor.author Hincal, Evren
dc.date.accessioned 2023-11-29T12:26:13Z
dc.date.available 2023-11-29T12:26:13Z
dc.date.issued 2023
dc.identifier.citation Sabir, Zulqurnain...et.al. (2023). "Computational Performances Of Morlet Wavelet Neural Network For Solving A Nonlinear Dynamic Based On The Mathematical Model Of The Affection Of Layla And Majnun", Fractals, Vol.31, No.2. tr_TR
dc.identifier.issn 0218348X
dc.identifier.uri http://hdl.handle.net/20.500.12416/6686
dc.description.abstract The aim of this study is to design a novel stochastic solver through the Morlet wavelet neural networks (MWNNs) for solving the mathematical Layla and Majnun (LM) system. The numerical representations of the mathematical LM system have been presented by using the MWNNs along with the optimization is performed through the hybridization of the global and local search schemes. The local active-set (AS) and global genetic algorithm (GA) operators have been used to optimize an error-based merit function using the differential LM model and its initial conditions. The correctness of the MWNNs using the local and global operators is observed through the comparison of the obtained solutions and the Adams scheme, which is used as a reference solution. For the stability of the MWNNs using the global and local operators, the statistical performances with different operators have been provided using the multiple executions to solve the nonlinear LM system. tr_TR
dc.language.iso eng tr_TR
dc.relation.isversionof 10.1142/S0218348X23400169 tr_TR
dc.rights info:eu-repo/semantics/openAccess tr_TR
dc.subject Layla and Majnun tr_TR
dc.subject Local and Global Operators tr_TR
dc.subject Mathematical Model tr_TR
dc.subject Morlet Wavelet Neural Networks tr_TR
dc.subject Statistical Analysis tr_TR
dc.title Computational Performances Of Morlet Wavelet Neural Network For Solving A Nonlinear Dynamic Based On The Mathematical Model Of The Affection Of Layla And Majnun tr_TR
dc.type article tr_TR
dc.relation.journal Fractals tr_TR
dc.contributor.authorID 56389 tr_TR
dc.identifier.volume 31 tr_TR
dc.identifier.issue 2 tr_TR
dc.contributor.department Çankaya Üniversitesi, Fen - Edebiyat Fakültesi, Matematik Bölümü tr_TR


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