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Neural network optimized with evolutionary computing technique for solving the 2-dimensional Bratu p...

Neural network optimized with evolutionary computing technique for solving the 2-dimensional Bratu p...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_1534810689

Neural network optimized with evolutionary computing technique for solving the 2-dimensional Bratu problem

About this item

Full title

Neural network optimized with evolutionary computing technique for solving the 2-dimensional Bratu problem

Publisher

London: Springer London

Journal title

Neural computing & applications, 2013-12, Vol.23 (7-8), p.2199-2210

Language

English

Formats

Publication information

Publisher

London: Springer London

More information

Scope and Contents

Contents

In this paper, a stochastic technique is developed to solve 2-dimensional Bratu equations using feed-forward artificial neural networks, optimized with genetic and interior-point algorithms. The 2-dimensional equations are first transformed into a 1-dimensional boundary value problem, and a mathematical model of the transformed equation is then for...

Alternative Titles

Full title

Neural network optimized with evolutionary computing technique for solving the 2-dimensional Bratu problem

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_1534810689

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_1534810689

Other Identifiers

ISSN

0941-0643

E-ISSN

1433-3058

DOI

10.1007/s00521-012-1170-4

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