LEADER 03140nam 22005895 450 001 9910984581503321 005 20250305120730.0 010 $a9789819747153 024 7 $a10.1007/978-981-97-4715-3 035 $a(CKB)37776517600041 035 $a(MiAaPQ)EBC31943546 035 $a(Au-PeEL)EBL31943546 035 $a(OCoLC)1504746813 035 $a(DE-He213)978-981-97-4715-3 035 $a(EXLCZ)9937776517600041 100 $a20250305d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aRole of Nature-Inspired Algorithms in Real-life Problems /$fedited by Vanita Garg, Kusum Deep 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (171 pages) 225 1 $aEngineering Optimization: Methods and Applications,$x2731-4057 311 08$a9789819747146 327 $aChapter 1:Mathematical Foundations and analysis of nature.-Chapter 2:inspired algorithms -- Chapter 3:Application of Grey Wolf Algorithm in portfolio optimization -- Chapter 4:Prediction using Nature-inspired algorithms -- Chapter 5:Fault diagnosis using nature.-Chapter 5:inspired algorithms -- Chapter 6:Early Detection of Alzheimer's disease using nature-inspired algorithms.-Chapter 7: A Framework for Self-Tuning Algorithms -- Chapter 8:Dealing With Constraints for solving real-life problems -- Chapter 9:Multi-objective optimization problems using stochastic algorithms.-Chapter 10: Data Mining and Deep Learning using nature-inspired algorithms. 330 $aThe book includes nature-inspired optimization techniques and their applications. It offers recent trends in the field of nature-inspired algorithms for solving real-life problems in various fields related to manufacturing, artificial intelligence, finance, etc. Nature-inspired optimization techniques are not only useful but also needed for solving open-ended problems. Understanding nature-inspired techniques and their importance for solving real-life problems can open many directions for researchers and academicians. This book will be helpful in acquiring knowledge of nature-inspired optimization techniques in various fields of real-life applications. 410 0$aEngineering Optimization: Methods and Applications,$x2731-4057 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aRobotics 606 $aComputational Intelligence 606 $aArtificial Intelligence 606 $aRobotics 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 0$aRobotics. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 615 24$aRobotics. 676 $a510 700 $aGarg$b Vanita$01789966 701 $aDeep$b Kusum$01743580 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910984581503321 996 $aRole of Nature-Inspired Algorithms in Real-Life Problems$94326126 997 $aUNINA