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Application of three unsupervised neural network models to singular nonlinear BVP of transformed 2D...

Application of three unsupervised neural network models to singular nonlinear BVP of transformed 2D...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_1709184106

Application of three unsupervised neural network models to singular nonlinear BVP of transformed 2D Bratu equation

About this item

Full title

Application of three unsupervised neural network models to singular nonlinear BVP of transformed 2D Bratu equation

Publisher

London: Springer London

Journal title

Neural computing & applications, 2014-12, Vol.25 (7-8), p.1585-1601

Language

English

Formats

Publication information

Publisher

London: Springer London

More information

Scope and Contents

Contents

In this paper, numerical techniques are developed for solving two-dimensional Bratu equations using different neural network models optimized with the sequential quadratic programming technique. The original two-dimensional problem is transformed into an equivalent singular, nonlinear boundary value problem of ordinary differential equations. Three...

Alternative Titles

Full title

Application of three unsupervised neural network models to singular nonlinear BVP of transformed 2D Bratu equation

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_1709184106

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_1709184106

Other Identifiers

ISSN

0941-0643

E-ISSN

1433-3058

DOI

10.1007/s00521-014-1641-x

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