Training feed forward neural network with modified Fletcher-Reeves method

Training feed forward neural network with modified Fletcher-Reeves method

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In this research, a modified Fletcher-Reeves (FR) conjugate gradient algorithm for training large scale feed forward neural network (FFNN) is presented. Under mild conditions, we establish that the proposed method satisfies the sufficient descent condition, and it is globally convergent under wolfe...

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Bibliographic Details
Main Authors: Yoksal A. Laylani, Khalil K. Abbo, Hisham M. Khudhur
Format: Article
Language:English
Published: Journal of Multidisciplinary Modeling and Optimization 2018-08-01
Series:Journal of Multidisciplinary Modeling and Optimization
Subjects:
Conjugate gradient
Neural network
Global optimization
Online Access:http://dergipark.org.tr/jmmo/issue/38716/392124?publisher=http-w3-sdu-edu-tr-personel-00606-prof-dr-ahmet-sahiner

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http://dergipark.org.tr/jmmo/issue/38716/392124?publisher=http-w3-sdu-edu-tr-personel-00606-prof-dr-ahmet-sahiner

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