Cinmemj at 10:01, 12 February 2019

2019-02-12T10:01:21Z

Move page script: Move page script moved page Samper et al 2018as to Lopez et al 2008a

2019-02-01T11:40:10Z

Move page script moved page Samper et al 2018as to Lopez et al 2008a

Cinmemj: Cinmemj moved page Draft Samper 903712874 to Samper et al 2018as

2018-12-17T11:31:49Z

Cinmemj moved page Draft Samper 903712874 to Samper et al 2018as

Cinmemj at 11:30, 17 December 2018

2018-12-17T11:30:37Z

Cinmemj at 11:30, 17 December 2018

2018-12-17T11:30:15Z

Cinmemj: Created page with "==1 Title, abstract and keywords

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 In this work a conceptual theory of neural networks (NNs) from the perspective of functional analysis and variational calculus is presented. Within this formulation, the learning problem for the multilayer perceptron lies in terms of finding a function, which is an extremal for some functional. Therefore, a variational formulation for NNs provides a direct method for the solution of variational problems.
-This proposed method is then applied to distinct types of engineering problems. In particular a shape design, an optimal control and an inverse problem are considered. The selected examples can be solved analytically, which enables a fair comparison with the NN results. Copyright © 2008 John Wiley & Sons, Ltd.
+This proposed method is then applied to distinct types of engineering problems. In particular a shape design, an optimal control and an inverse problem are considered. The selected examples can be solved analytically, which enables a fair comparison with the NN results.
 <pdf>Media:Draft_Samper_903712874_7250_Lopez_et_al-2008-International_Journal_for_Numerical_Methods_in_Engineering.pdf</pdf>

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-Published in ''Int. Journal for Numerical Methods in Engineering'' Vol. 75 (11), pp. 1341-1360, 2008<br />
+Published in  ''Int. Journal for Numerical Methods in Engineering''  Vol. 75 (11), pp. 1341-1360, 2008<br />
 doi: 10.1002/nme.2304
 == Abstract ==

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-==1 Title, abstract and keywords<!-- Your document should start with a concise and informative title. Titles are often used in information-retrieval systems. Avoid abbreviations and formulae where possible. Capitalize the first word of the title.
+Published in ''Int. Journal for Numerical Methods in Engineering'' Vol. 75 (11), pp. 1341-1360, 2008<br />
-Provide a maximum of 6 keywords, and avoiding general and plural terms and multiple concepts (avoid, for example, 'and', 'of'). Be sparing with abbreviations: only abbreviations firmly established in the field should be used. These keywords will be used for indexing purposes.
+In this work a conceptual theory of neural networks (NNs) from the perspective of functional analysis and variational calculus is presented. Within this formulation, the learning problem for the multilayer perceptron lies in terms of finding a function, which is an extremal for some functional. Therefore, a variational formulation for NNs provides a direct method for the solution of variational problems.
-An abstract is required for every document; it should succinctly summarize the reason for the work, the main findings, and the conclusions of the study. Abstract is often presented separately from the article, so it must be able to stand alone. For this reason, references and hyperlinks should be avoided. If references are essential, then cite the author(s) and year(s). Also, non-standard or uncommon abbreviations should be avoided, but if essential they must be defined at their first mention in the abstract itself. -->==
+<pdf>Media:Draft_Samper_903712874_7250_Lopez_et_al-2008-International_Journal_for_Numerical_Methods_in_Engineering.pdf</pdf>
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-==2 The main text<!-- You can enter and format the text of this document by selecting the ‘Edit’ option in the menu at the top of this frame or next to the title of every section of the document. This will give access to the visual editor. Alternatively, you can edit the source of this document (Wiki markup format) by selecting the ‘Edit source’ option.
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← Older revision	Revision as of 11:40, 1 February 2019
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Lopez et al 2008a - Revision history

Cinmemj at 10:01, 12 February 2019

Move page script: Move page script moved page Samper et al 2018as to Lopez et al 2008a

Cinmemj: Cinmemj moved page Draft Samper 903712874 to Samper et al 2018as

Cinmemj at 11:30, 17 December 2018

Cinmemj at 11:30, 17 December 2018

Cinmemj: Created page with "==1 Title, abstract and keywords