Nonlinear optimization using a modified Hopfield model
| dc.contributor.author | da Silva, I. N. | |
| dc.contributor.author | de Arruda, LVR | |
| dc.contributor.author | do Amaral, W. C. | |
| dc.contributor.institution | Universidade Estadual Paulista (Unesp) | |
| dc.date.accessioned | 2014-05-20T15:22:37Z | |
| dc.date.available | 2014-05-20T15:22:37Z | |
| dc.date.issued | 1998-01-01 | |
| dc.description.abstract | Systems based on artificial neural networks have high computational rates due to the use of a massive number of simple processing elements. Neural networks with feedback connections provide a computing model capable of solving a rich class of optimization problems. In this paper, a modified Hopfield network is developed for solving constrained nonlinear optimization problems. The internal parameters of the network are obtained using the valid-subspace technique. Simulated examples are presented as an illustration of the proposed approach. | en |
| dc.description.affiliation | Univ São Paulo, UNESP FET DEE, Bauru, SP, Brazil | |
| dc.description.affiliationUnesp | Univ São Paulo, UNESP FET DEE, Bauru, SP, Brazil | |
| dc.format.extent | 1629-1633 | |
| dc.identifier | http://dx.doi.org/10.1109/IJCNN.1998.686022 | |
| dc.identifier.citation | IEEE World Congress on Computational Intelligence. New York: IEEE, p. 1629-1633, 1998. | |
| dc.identifier.doi | 10.1109/IJCNN.1998.686022 | |
| dc.identifier.uri | http://hdl.handle.net/11449/33563 | |
| dc.identifier.wos | WOS:000074493400298 | |
| dc.language.iso | eng | |
| dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | |
| dc.relation.ispartof | IEEE World Congress on Computational Intelligence | |
| dc.rights.accessRights | Acesso aberto | |
| dc.source | Web of Science | |
| dc.title | Nonlinear optimization using a modified Hopfield model | en |
| dc.type | Trabalho apresentado em evento | |
| dcterms.license | http://www.ieee.org/publications_standards/publications/rights/rights_policies.html | |
| dcterms.rightsHolder | IEEE | |
| unesp.campus | Universidade Estadual Paulista (Unesp), Faculdade de Engenharia, Bauru | pt |
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