LEADER 03348nam 22005775 450 001 9910627249103321 005 20251113192651.0 010 $a3-031-09835-8 024 7 $a10.1007/978-3-031-09835-2 035 $a(MiAaPQ)EBC7102995 035 $a(Au-PeEL)EBL7102995 035 $a(CKB)24963086900041 035 $a(PPN)265856256 035 $a(OCoLC)1349948463 035 $a(DE-He213)978-3-031-09835-2 035 $a(EXLCZ)9924963086900041 100 $a20221001d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Swarm Intelligence $eVariations and Adaptations for Optimization Problems /$fedited by Anupam Biswas, Can B. Kalayci, Seyedali Mirjalili 205 $a1st ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (416 pages) 225 1 $aStudies in Computational Intelligence,$x1860-9503 ;$v1054 311 08$aPrint version: Biswas, Anupam Advances in Swarm Intelligence Cham : Springer International Publishing AG,c2022 9783031098345 327 $aA Brief Tutorial on Optimization Problems, Optimization Algorithms, Meta-heuristics, and Swarm Intelligence -- Introductory Review of Swarm Intelligence Techniques -- Swarm Intelligence for Deep Learning: Concepts, Challenges and Recent Trends -- Advances on Particle Swarm Optimization in Solving Discrete Optimization Problems -- Performance Analysis of Hybrid Memory Based Dragonfly Algorithm in Engineering Problems. 330 $aSwarm Intelligence (SI) has grown significantly, both from the perspective of algorithmic development and applications covering almost all disciplines science and technology. This book emphasizes the studies of existing SI techniques, their variants and applications. The book also contains reviews of new developments in SI techniques and hybridizations. Algorithm specific studies covering basic introduction and analysis of key components of these algorithms, such as convergence, balance of solution accuracy, computational costs, tuning and control of parameters. Application specific studies incorporating the ways of designing objective functions, solution representation and constraint handling. The book also includes studies on application domain specific adaptations in the SI techniques. The book will be beneficial for academicians and researchers from various disciplines of engineering and science working in applications of SI and other optimization problems. . 410 0$aStudies in Computational Intelligence,$x1860-9503 ;$v1054 606 $aComputational intelligence 606 $aArtificial intelligence 606 $aComputational Intelligence 606 $aArtificial Intelligence 615 0$aComputational intelligence. 615 0$aArtificial intelligence. 615 14$aComputational Intelligence. 615 24$aArtificial Intelligence. 676 $a006.3824 676 $a006.3824 700 $aBiswas$b Anupam$01258633 702 $aKalayci$b Can B. 702 $aMirjalili$b Seyedali 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910627249103321 996 $aAdvances in swarm intelligence$93041776 997 $aUNINA