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020 _a9783319177472
024 7 _a10.1007/978-3-319-17747-2
_2doi
050 4 _aQA9.64
_b.D475 2015 EB
040 _aES-MaUEC
_bspa
245 1 0 _aDesign of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization
_cedited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk.
264 1 _aCham
_bSpringer International Publishing
_c2015
300 _a1 recurso en línea (XII, 637 páginas 307 ilustraciones, 226 ilustraciones a color.)
490 0 _aStudies in Computational Intelligence
_x1860-949X ;
_v601
505 0 _aPart I Fuzzy Logic Theory -- Part II Neural Networks Theory -- Part III Neural Networks Applications -- Part IV Nature Inspired Optimization -- Part V Nature Inspired Optimization Applications -- Part VI Optimization: Theory and Applications -- Part VII Fuzzy Logic Applications -- Part VIII Fuzzy Logic and Metaheuristic.
520 3 _aThis book presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization and their application in areas such as, intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems. The book is organized in eight main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of theoretical aspects of fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on fuzzy systems. The second part contains papers with the main theme of neural networks theory, which are basically papers dealing with new concepts and algorithms in neural networks. The third part contains papers describing applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The fourth part contains papers describing new nature-inspired optimization algorithms. The fifth part presents diverse applications of nature-inspired optimization algorithms. The sixth part contains papers describing new optimization algorithms. The seventh part contains papers describing applications of fuzzy logic in diverse areas, such as time series prediction and pattern recognition. Finally, the eighth part contains papers that present enhancements to meta-heuristics based on fuzzy logic techniques.
650 7 _aLógica difusa
_2embne
_9152594
700 1 _aMelin, Patricia
_d1962-
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_1http://viaf.org/viaf/85213429/
_997926
700 1 _aCastillo, Oscar
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_0http://id.loc.gov/authorities/names/n79011941
_1http://viaf.org/viaf/120712882/
_1http://dbpedia.org/resource/Pali_Blues_(PDL)__Oscar_Castillo__1
_937054
700 1 _aKacprzyk, Janusz
_eeditor literario
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_0http://id.loc.gov/authorities/names/n85191529
_1http://viaf.org/viaf/101730959/
_996945
776 0 8 _iEdición impresa:
_z9783319177465
776 0 8 _iEdición impresa:
_z9783319177489
776 0 8 _iEdición impresa:
_z9783319369617
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-319-17747-2
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
490 0 _aEngineering (Springer-11647)
998 _b03/2019
_dz
_ef
_feng
_ggw
_h0
999 _c103172
_d103172
_x1