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Stochastic Global Optimization and Its Applications with Fuzzy Adaptive Simulated Annealing

Stochastic global optimization is a very important subject, that has applications in virtually all areas of science and technology. Therefore there is nothing more opportune than writing a book about a successful and mature algorithm that turned out to be a good tool in solving difficult problems. H...

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Bibliographic Details
Main Authors: Aguiar e Oliveira Junior, Hime, Ingber, Lester (Author), Petraglia, Antonio (Author), Rembold Petraglia, Mariane (Author)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2012, 2012
Edition:1st ed. 2012
Series:Intelligent Systems Reference Library
Subjects:
Engineering Mathematics
Computational Intelligence
Artificial Intelligence
Engineering / Data Processing
Mathematical And Computational Engineering Applications
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Global optimization and its applications
  • Heuristic methods
  • Fuzzy adaptive simulated annealing
  • Unconstrained optimization
  • Constrained optimization
  • Applications to signal processing
  • Fuzzy modeling with fuzzy adaptive simulated annealing
  • Statistical estimation and global optimization
  • Nonlinear equation solving
  • Space-filling curves and fuzzy ASA
  • Epilogue

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