03140nam 22005895 450 991098458150332120250305120730.0978981974715310.1007/978-981-97-4715-3(CKB)37776517600041(MiAaPQ)EBC31943546(Au-PeEL)EBL31943546(OCoLC)1504746813(DE-He213)978-981-97-4715-3(EXLCZ)993777651760004120250305d2025 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierRole of Nature-Inspired Algorithms in Real-life Problems /edited by Vanita Garg, Kusum Deep1st ed. 2025.Singapore :Springer Nature Singapore :Imprint: Springer,2025.1 online resource (171 pages)Engineering Optimization: Methods and Applications,2731-40579789819747146 Chapter 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.The 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.Engineering Optimization: Methods and Applications,2731-4057Computational intelligenceArtificial intelligenceRoboticsComputational IntelligenceArtificial IntelligenceRoboticsComputational intelligence.Artificial intelligence.Robotics.Computational Intelligence.Artificial Intelligence.Robotics.510Garg Vanita1789966Deep Kusum1743580MiAaPQMiAaPQMiAaPQBOOK9910984581503321Role of Nature-Inspired Algorithms in Real-Life Problems4326126UNINA