Please use this identifier to cite or link to this item:
https://dspace.upt.ro/xmlui/handle/123456789/1586
Title: | Genetic procedure for optimization of RBF neural network center positioning [articol] |
Authors: | Vizitiu, Iulian C. Ciotîrnae, Petrică |
Subjects: | RBF neural network Genetic algorithms Pattern recognition |
Issue Date: | 2008 |
Publisher: | Timişoara : Editura Politehnica |
Citation: | Vizitiu, Iulian C.. Genetic procedure for optimization of RBF neural network center positioning. Timişoara: Editura Politehnica, 2008 |
Series/Report no.: | Seria electronică şi telecomunicaţii;Tom 53(67), fasc. 1 (2008), p. 91-94 |
Abstract: | According to RBF neural network theory, it is well known that the (recognition) performances of these architectures depend a lot by the positioning method of centers into input dataspace. Using the affiliation of genetic algorithms to the class of the global searching techniques, and their ability to offer very good results in solving of complex optimization problems, it is justified the attempt to select RBF neural network centers through a suitable genetic procedure. |
URI: | http://primo.upt.ro:1701/primo-explore/search?query=any,contains,Genetic%20procedure%20for%20optimization%20of%20RBF%20neural%20network%20center%20positioning&tab=default_tab&search_scope=40TUT&vid=40TUT_V1&lang=ro_RO&offset=0 Link Primo |
Appears in Collections: | Articole științifice/Scientific articles |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
BUPT_ART_ Vizitiu_f.pdf | 904.33 kB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.