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Deep / Garg

Role of Nature-Inspired Algorithms in Real-life Problems

Medium: Buch
ISBN: 978-981-97-4714-6
Verlag: Springer Nature Singapore
Erscheinungstermin: 05.03.2025
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9789819747146
  • Medium: Buch
  • ISBN: 978-981-97-4714-6
  • Verlag: Springer Nature Singapore
  • Erscheinungstermin: 05.03.2025
  • Sprache(n): Englisch
  • Auflage: 2024
  • Serie: Engineering Optimization: Methods and Applications
  • Produktform: Gebunden
  • Gewicht: 433 g
  • Seiten: 142
  • Format (B x H x T): 160 x 241 x 14 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Herausgeber

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.