000 03553nam a22005055i 4500
001 978-3-319-05170-3
003 DE-He213
005 20200421112229.0
007 cr nn 008mamaa
008 140326s2014 gw | s |||| 0|eng d
020 _a9783319051703
_9978-3-319-05170-3
024 7 _a10.1007/978-3-319-05170-3
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aRecent Advances on Hybrid Approaches for Designing Intelligent Systems
_h[electronic resource] /
_cedited by Oscar Castillo, Patricia Melin, Witold Pedrycz, Janusz Kacprzyk.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aXII, 721 p. 355 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v547
505 0 _aPart I Type-2 Fuzzy Logic -- Part II Bio-Inspired Algorithms -- Part III Neural Networks -- Part IV Optimization Methods and Applications -- Part V Evolutionary and Intelligent Methods.
520 _aThis book describes recent advances on hybrid intelligent systems using soft computing techniques for diverse areas of application, such as intelligent control and robotics, pattern recognition, time series prediction and optimization complex problems. Soft Computing (SC) consists of several intelligent computing paradigms, including fuzzy logic, neural networks, and bio-inspired optimization algorithms, which can be used to produce powerful hybrid intelligent systems. The book is organized in five main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of type-2 fuzzy logic, which basically consists of papers that propose new models and applications for type-2 fuzzy systems. The second part contains papers with the main theme of bio-inspired optimization algorithms, which are basically papers using nature-inspired techniques to achieve optimization of complex optimization problems in diverse areas of application. The third part contains papers that deal with new models and applications of neural networks in real world problems. The fourth part contains papers with the theme of intelligent optimization methods, which basically consider the proposal of new methods of optimization to solve complex real world optimization problems. The fifth part contains papers with the theme of evolutionary methods and intelligent computing, which are papers considering soft computing methods for applications related to diverse areas, such as natural language processing, recommending systems and optimization.
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
700 1 _aCastillo, Oscar.
_eeditor.
700 1 _aMelin, Patricia.
_eeditor.
700 1 _aPedrycz, Witold.
_eeditor.
700 1 _aKacprzyk, Janusz.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319051697
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v547
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-05170-3
912 _aZDB-2-ENG
942 _cEBK
999 _c57884
_d57884