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Solution of the 2-dimensional Bratu problem using neural network, swarm intelligence and sequential...

Solution of the 2-dimensional Bratu problem using neural network, swarm intelligence and sequential...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_1709182252

Solution of the 2-dimensional Bratu problem using neural network, swarm intelligence and sequential quadratic programming

About this item

Full title

Solution of the 2-dimensional Bratu problem using neural network, swarm intelligence and sequential quadratic programming

Publisher

London: Springer London

Journal title

Neural computing & applications, 2014-12, Vol.25 (7-8), p.1723-1739

Language

English

Formats

Publication information

Publisher

London: Springer London

More information

Scope and Contents

Contents

In this paper, stochastic techniques have been developed to solve the 2-dimensional Bratu equations with the help of feed-forward artificial neural networks, optimized with particle swarm optimization (PSO) and sequential quadratic programming (SQP) algorithms. A hybrid of the above two algorithms, referred to as the PSO-SQP method is also studied....

Alternative Titles

Full title

Solution of the 2-dimensional Bratu problem using neural network, swarm intelligence and sequential quadratic programming

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_proquest_miscellaneous_1709182252

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_miscellaneous_1709182252

Other Identifiers

ISSN

0941-0643

E-ISSN

1433-3058

DOI

10.1007/s00521-014-1664-3

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