Stochastic Global Optimization and Its Applications with Fuzzy Adaptive Simulated Annealing

• Κύριοι συγγραφείς: Aguiar e Oliveira Junior, Hime (Συγγραφέας), Ingber, Lester (Συγγραφέας), Petraglia, Antonio (Συγγραφέας), Rembold Petraglia, Mariane (Συγγραφέας), Augusta Soares Machado, Maria (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Σειρά: Intelligent Systems Reference Library, 35
• Θέματα: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Computational intelligence.; Computational Intelligence.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).

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...

Πίνακας περιεχομένων:

• 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.