Hierarchical Bayesian Optimization Algorithm Toward a new Generation of Evolutionary Algorithms /

• Κύριος συγγραφέας: Pelikan, Martin (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
• Σειρά: Studies in Fuzziness and Soft Computing, 170
• Θέματα: Computer science.; Computer programming.; Computers.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Algorithms.; Computer Science.; Theory of Computation.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Programming Techniques.; Applications of Mathematics.

This book provides a framework for the design of competent optimization techniques by combining advanced evolutionary algorithms with state-of-the-art machine learning techniques. The book focuses on two algorithms that replace traditional variation operators of evolutionary algorithms by learning a...