000 | 03736nam a22005655i 4500 | ||
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001 | 978-3-319-17747-2 | ||
003 | DE-He213 | ||
005 | 20200421112047.0 | ||
007 | cr nn 008mamaa | ||
008 | 150612s2015 gw | s |||| 0|eng d | ||
020 |
_a9783319177472 _9978-3-319-17747-2 |
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024 | 7 |
_a10.1007/978-3-319-17747-2 _2doi |
|
050 | 4 | _aQ342 | |
072 | 7 |
_aUYQ _2bicssc |
|
072 | 7 |
_aCOM004000 _2bisacsh |
|
082 | 0 | 4 |
_a006.3 _223 |
245 | 1 | 0 |
_aDesign of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization _h[electronic resource] / _cedited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk. |
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2015. |
|
300 |
_aXII, 637 p. 307 illus., 226 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_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 | _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 | 0 | _aEngineering. | |
650 | 0 | _aArtificial intelligence. | |
650 | 0 | _aMathematical optimization. | |
650 | 0 | _aComputational intelligence. | |
650 | 0 | _aControl engineering. | |
650 | 0 | _aRobotics. | |
650 | 0 | _aMechatronics. | |
650 | 1 | 4 | _aEngineering. |
650 | 2 | 4 | _aComputational Intelligence. |
650 | 2 | 4 | _aArtificial Intelligence (incl. Robotics). |
650 | 2 | 4 | _aOptimization. |
650 | 2 | 4 | _aControl, Robotics, Mechatronics. |
700 | 1 |
_aMelin, Patricia. _eeditor. |
|
700 | 1 |
_aCastillo, Oscar. _eeditor. |
|
700 | 1 |
_aKacprzyk, Janusz. _eeditor. |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer eBooks | |
776 | 0 | 8 |
_iPrinted edition: _z9783319177465 |
830 | 0 |
_aStudies in Computational Intelligence, _x1860-949X ; _v601 |
|
856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-319-17747-2 |
912 | _aZDB-2-ENG | ||
942 | _cEBK | ||
999 |
_c56978 _d56978 |