Optimal Homotopy Asymptotic Method-Least Square for Solving Nonlinear Fractional-Order Gradient-Based Dynamic System from an Optimization Problem
In this paper, we consider an approximate analytical method of optimal homotopy asymptotic method-least square (OHAM-LS) to obtain a solution of nonlinear fractional-order gradient-based dynamic system (FOGBDS) generated from nonlinear programming (NLP) optimization problems. The problem is formulat...
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my.um.eprints.255022020-09-07T00:46:45Z http://eprints.um.edu.my/25502/ Optimal Homotopy Asymptotic Method-Least Square for Solving Nonlinear Fractional-Order Gradient-Based Dynamic System from an Optimization Problem Okundalaye, Oluwaseun Olumide Othman, Wan Ainun Mior Kumaresan, Nallasamy Q Science (General) QA Mathematics In this paper, we consider an approximate analytical method of optimal homotopy asymptotic method-least square (OHAM-LS) to obtain a solution of nonlinear fractional-order gradient-based dynamic system (FOGBDS) generated from nonlinear programming (NLP) optimization problems. The problem is formulated in a class of nonlinear fractional differential equations, (FDEs) and the solutions of the equations, modelled with a conformable fractional derivative (CFD) of the steepest descent approach, are considered to find the minimizing point of the problem. The formulation extends the integer solution of optimization problems to an arbitrary-order solution. We exhibit that OHAM-LS enables us to determine the convergence domain of the series solution obtained by initiating convergence-control parameter Cj′s. Three illustrative examples were included to show the effectiveness and importance of the proposed techniques. © 2020 Oluwaseun Olumide Okundalaye et al. Hindawi 2020 Article PeerReviewed Okundalaye, Oluwaseun Olumide and Othman, Wan Ainun Mior and Kumaresan, Nallasamy (2020) Optimal Homotopy Asymptotic Method-Least Square for Solving Nonlinear Fractional-Order Gradient-Based Dynamic System from an Optimization Problem. Advances in Mathematical Physics, 2020. p. 8049397. ISSN 1687-9120 https://doi.org/10.1155/2020/8049397 doi:10.1155/2020/8049397 |
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Q Science (General) QA Mathematics Okundalaye, Oluwaseun Olumide Othman, Wan Ainun Mior Kumaresan, Nallasamy Optimal Homotopy Asymptotic Method-Least Square for Solving Nonlinear Fractional-Order Gradient-Based Dynamic System from an Optimization Problem |
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In this paper, we consider an approximate analytical method of optimal homotopy asymptotic method-least square (OHAM-LS) to obtain a solution of nonlinear fractional-order gradient-based dynamic system (FOGBDS) generated from nonlinear programming (NLP) optimization problems. The problem is formulated in a class of nonlinear fractional differential equations, (FDEs) and the solutions of the equations, modelled with a conformable fractional derivative (CFD) of the steepest descent approach, are considered to find the minimizing point of the problem. The formulation extends the integer solution of optimization problems to an arbitrary-order solution. We exhibit that OHAM-LS enables us to determine the convergence domain of the series solution obtained by initiating convergence-control parameter Cj′s. Three illustrative examples were included to show the effectiveness and importance of the proposed techniques. © 2020 Oluwaseun Olumide Okundalaye et al. |
format |
Article |
author |
Okundalaye, Oluwaseun Olumide Othman, Wan Ainun Mior Kumaresan, Nallasamy |
author_facet |
Okundalaye, Oluwaseun Olumide Othman, Wan Ainun Mior Kumaresan, Nallasamy |
author_sort |
Okundalaye, Oluwaseun Olumide |
title |
Optimal Homotopy Asymptotic Method-Least Square for Solving Nonlinear Fractional-Order Gradient-Based Dynamic System from an Optimization Problem |
title_short |
Optimal Homotopy Asymptotic Method-Least Square for Solving Nonlinear Fractional-Order Gradient-Based Dynamic System from an Optimization Problem |
title_full |
Optimal Homotopy Asymptotic Method-Least Square for Solving Nonlinear Fractional-Order Gradient-Based Dynamic System from an Optimization Problem |
title_fullStr |
Optimal Homotopy Asymptotic Method-Least Square for Solving Nonlinear Fractional-Order Gradient-Based Dynamic System from an Optimization Problem |
title_full_unstemmed |
Optimal Homotopy Asymptotic Method-Least Square for Solving Nonlinear Fractional-Order Gradient-Based Dynamic System from an Optimization Problem |
title_sort |
optimal homotopy asymptotic method-least square for solving nonlinear fractional-order gradient-based dynamic system from an optimization problem |
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Hindawi |
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2020 |
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http://eprints.um.edu.my/25502/ https://doi.org/10.1155/2020/8049397 |
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