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 quadratic programming
About this item
Full title
Author / Creator
Publisher
London: Springer London
Journal title
Language
English
Formats
Publication information
Publisher
London: Springer London
Subjects
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
Author / Creator
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