000 03123nam a22005055i 4500
001 978-3-642-35323-9
003 DE-He213
005 20200420221247.0
007 cr nn 008mamaa
008 121214s2013 gw | s |||| 0|eng d
020 _a9783642353239
_9978-3-642-35323-9
024 7 _a10.1007/978-3-642-35323-9
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aSoft Computing Applications in Optimization, Control, and Recognition
_h[electronic resource] /
_cedited by Patricia Melin, Oscar Castillo.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aVIII, 344 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Fuzziness and Soft Computing,
_x1434-9922 ;
_v294
505 0 _aPart I Optimization Methods and Applications -- Part II Soft Computing in Intelligent Control Applications -- Part III Soft Computing in Pattern Recognition Applications -- Part IV Soft Computing: Theory and new Models.
520 _aSoft computing includes several intelligent computing paradigms, like fuzzy logic, neural networks, and bio-inspired optimization algorithms. This book describes the application of soft computing techniques to intelligent control, pattern recognition, and optimization problems. The book is organized in four main parts. The first part deals with nature-inspired optimization methods and their applications. Papers included in this part propose new models for achieving intelligent optimization in different application areas. The second part discusses hybrid intelligent systems for achieving control. Papers included in this part make use of nature-inspired techniques, like evolutionary algorithms, fuzzy logic and neural networks, for the optimal design of intelligent controllers for different kind of applications. Papers in the third part focus on intelligent techniques for pattern recognition and propose new methods to solve complex pattern recognition problems. The fourth part discusses new theoretical concepts and methods for the application of soft computing to many different areas, such as natural language processing, clustering and optimization.
650 0 _aEngineering.
650 0 _aArtificial intelligence.
650 0 _aPattern recognition.
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aPattern Recognition.
700 1 _aMelin, Patricia.
_eeditor.
700 1 _aCastillo, Oscar.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642353222
830 0 _aStudies in Fuzziness and Soft Computing,
_x1434-9922 ;
_v294
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-35323-9
912 _aZDB-2-ENG
942 _cEBK
999 _c52391
_d52391