Role of Nature-Inspired Algorithms in Real-life Problems / / edited by Vanita Garg, Kusum Deep
(Visualizza in formato marc)
(Visualizza in BIBFRAME)
| Autore: |
Garg Vanita
|
| Titolo: |
Role of Nature-Inspired Algorithms in Real-life Problems / / edited by Vanita Garg, Kusum Deep
|
| Pubblicazione: | Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2025 |
| Edizione: | 1st ed. 2025. |
| Descrizione fisica: | 1 online resource (171 pages) |
| Disciplina: | 510 |
| Soggetto topico: | Computational intelligence |
| Artificial intelligence | |
| Robotics | |
| Computational Intelligence | |
| Artificial Intelligence | |
| Altri autori: |
DeepKusum
|
| Nota di contenuto: | 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. |
| Sommario/riassunto: | 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. |
| Titolo autorizzato: | Role of Nature-Inspired Algorithms in Real-Life Problems |
| ISBN: | 9789819747153 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910984581503321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Engineering Optimization: Methods and Applications, . 2731-4057