Reorganizing Neural Network System for Two Spirals and Linear Low-Density Polyethylene Copolymer Problems
Joint Authors
Behery, G. M.
El-Harby, A. A.
El-Bakry, Mostafa Y.
Source
Applied Computational Intelligence and Soft Computing
Issue
Vol. 2009, Issue 2009 (31 Dec. 2009), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2010-02-21
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Information Technology and Computer Science
Abstract EN
This paper presents an automatic system of neural networks (NNs) that has the ability to simulate and predict many of applied problems.
The system architectures are automatically reorganized and the experimental process starts again, if the required performance is not reached.
This processing is continued until the performance obtained.
This system is first applied and tested on the two spiral problem; it shows that excellent generalization performance obtained by classifying all points of the two-spirals correctly.
After that, it is applied and tested on the shear stress and the pressure drop problem across the short orifice die as a function of shear rate at different mean pressures for linear low-density polyethylene copolymer (LLDPE) at 190∘C.
The system shows a better agreement with an experimental data of the two cases: shear stress and pressure drop.
The proposed system has been also designed to simulate other distributions not presented in the training set (predicted) and matched them effectively.
American Psychological Association (APA)
Behery, G. M.& El-Harby, A. A.& El-Bakry, Mostafa Y.. 2010. Reorganizing Neural Network System for Two Spirals and Linear Low-Density Polyethylene Copolymer Problems. Applied Computational Intelligence and Soft Computing،Vol. 2009, no. 2009, pp.1-11.
https://search.emarefa.net/detail/BIM-493325
Modern Language Association (MLA)
Behery, G. M.…[et al.]. Reorganizing Neural Network System for Two Spirals and Linear Low-Density Polyethylene Copolymer Problems. Applied Computational Intelligence and Soft Computing No. 2009 (2009), pp.1-11.
https://search.emarefa.net/detail/BIM-493325
American Medical Association (AMA)
Behery, G. M.& El-Harby, A. A.& El-Bakry, Mostafa Y.. Reorganizing Neural Network System for Two Spirals and Linear Low-Density Polyethylene Copolymer Problems. Applied Computational Intelligence and Soft Computing. 2010. Vol. 2009, no. 2009, pp.1-11.
https://search.emarefa.net/detail/BIM-493325
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-493325