LEADER 04482nam 22007935 450 001 9910299821103321 005 20230726072834.0 010 $a3-319-17747-8 024 7 $a10.1007/978-3-319-17747-2 035 $a(CKB)3710000000436821 035 $a(SSID)ssj0001547023 035 $a(PQKBManifestationID)16140856 035 $a(PQKBTitleCode)TC0001547023 035 $a(PQKBWorkID)14796029 035 $a(PQKB)10199068 035 $a(DE-He213)978-3-319-17747-2 035 $a(MiAaPQ)EBC6284675 035 $a(MiAaPQ)EBC5586558 035 $a(Au-PeEL)EBL5586558 035 $a(OCoLC)911182687 035 $a(PPN)186400144 035 $a(EXLCZ)993710000000436821 100 $a20150612d2015 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aDesign of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization /$fedited by Patricia Melin, Oscar Castillo, Janusz Kacprzyk 205 $a1st ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (XII, 637 p. 307 illus., 226 illus. in color.) 225 1 $aStudies in Computational Intelligence,$x1860-9503 ;$v601 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-319-17746-X 327 $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. 330 $aThis book presents recent advances on the design of intelligent systems based on fuzzy logic, neural networks and nature-inspired optimization and their application in areas such as, intelligent control and robotics, pattern recognition, time series prediction and optimization of complex problems. The book is organized in eight main parts, which contain a group of papers around a similar subject. The first part consists of papers with the main theme of theoretical aspects of fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on fuzzy systems. The second part contains papers with the main theme of neural networks theory, which are basically papers dealing with new concepts and algorithms in neural networks. The third part contains papers describing applications of neural networks in diverse areas, such as time series prediction and pattern recognition. The fourth part contains papers describing new nature-inspired optimization algorithms. The fifth part presents diverse applications of nature-inspired optimization algorithms. The sixth part contains papers describing new optimization algorithms. The seventh part contains papers describing applications of fuzzy logic in diverse areas, such as time series prediction and pattern recognition. Finally, the eighth part contains papers that present enhancements to meta-heuristics based on fuzzy logic techniques. 410 0$aStudies in Computational Intelligence,$x1860-9503 ;$v601 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aMathematical optimization 606 $aControl engineering 606 $aRobotics 606 $aAutomation 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aOptimization 606 $aControl, Robotics, Automation 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aMathematical optimization. 615 0$aControl engineering. 615 0$aRobotics. 615 0$aAutomation. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aOptimization. 615 24$aControl, Robotics, Automation. 676 $a511.3 702 $aMelin$b Patricia$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aCastillo$b Oscar$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKacprzyk$b Janusz$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299821103321 996 $aDesign of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization$91412363 997 $aUNINA