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• W2275233666 endingPage "356" @default.
• W2275233666 startingPage "347" @default.
• W2275233666 abstract "In this paper, a new method based on single layer Legendre Neural Network (LeNN) model has been developed to solve initial and boundary value problems. In the proposed approach a Legendre polynomial based Functional Link Artificial Neural Network (FLANN) is developed. Nonlinear singular initial value problem (IVP), boundary value problem (BVP) and system of coupled ordinary differential equations are solved by the proposed approach to show the reliability of the method. The hidden layer is eliminated by expanding the input pattern using Legendre polynomials. Error back propagation algorithm is used for updating the network parameters (weights). Results obtained are compared with the existing methods and are found to be in good agreement." @default.
• W2275233666 created "2016-06-24" @default.
• W2275233666 creator A5017042977 @default.
• W2275233666 creator A5074751992 @default.
• W2275233666 date "2016-06-01" @default.
• W2275233666 modified "2023-09-30" @default.
• W2275233666 title "Application of Legendre Neural Network for solving ordinary differential equations" @default.
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• W2275233666 doi "https://doi.org/10.1016/j.asoc.2015.10.069" @default.
• W2275233666 hasPublicationYear "2016" @default.
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