Computational intelligence applied to inverse problems

Computational intelligence applied to inverse problems / Antônio José da Silva Neto, José Carlos Becceneri, Haroldo Fraga de Campos Velho, editors.

This book offers a careful selection of studies in optimization techniques based on artificial intelligence, applied to inverse problems in radiative transfer. In this book, the reader will find an in-depth exploration of heuristic optimization methods, each meticulously described and accompanied by...

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Bibliographic Details
Other Authors: Silva Neto, Antônio J. (Editor), Becceneri, José Carlos (Editor), Campos Velho, Haroldo Fraga de (Editor), Teixeira, Ricardo (Translator)
Format: eBook
Language:English
Spanish
Published: Cham : Springer, [2023]
Subjects:
Computational intelligence.
Inverse problems (Differential equations)
Computational intelligence
Online Access:Click for online access
Table of Contents:
  • 1. Introduction
  • 2. Radiative transfer
  • 3. Inverse problems in radiative transfer: an implicit formulation
  • 4. Computational intelligence in optimization problems
  • 5. Simulated annealing
  • 6. Genetic algorithms
  • 7. Artificial neural networks
  • 8. Ant colony optimization
  • 9. Artificial bee colony algorithm
  • 10. Particle swarm optimization
  • 11. Generalized extremal optimization
  • 12. Particle collistion algorithm
  • 13. Differential evolution
  • 14. Luus-Jaakola Method
  • 15. Firefly algorithm
  • 16. Application projects
  • 17. Final remarks
  • References
  • Index.

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