03348nam 22005775 450 991062724910332120251113192651.03-031-09835-810.1007/978-3-031-09835-2(MiAaPQ)EBC7102995(Au-PeEL)EBL7102995(CKB)24963086900041(PPN)265856256(OCoLC)1349948463(DE-He213)978-3-031-09835-2(EXLCZ)992496308690004120221001d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAdvances in Swarm Intelligence Variations and Adaptations for Optimization Problems /edited by Anupam Biswas, Can B. Kalayci, Seyedali Mirjalili1st ed. 2023.Cham :Springer International Publishing :Imprint: Springer,2023.1 online resource (416 pages)Studies in Computational Intelligence,1860-9503 ;1054Print version: Biswas, Anupam Advances in Swarm Intelligence Cham : Springer International Publishing AG,c2022 9783031098345 A 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.Swarm 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. .Studies in Computational Intelligence,1860-9503 ;1054Computational intelligenceArtificial intelligenceComputational IntelligenceArtificial IntelligenceComputational intelligence.Artificial intelligence.Computational Intelligence.Artificial Intelligence.006.3824006.3824Biswas Anupam1258633Kalayci Can B.Mirjalili SeyedaliMiAaPQMiAaPQMiAaPQBOOK9910627249103321Advances in swarm intelligence3041776UNINA