Design of Modern Heuristics Principles and Application /

• Κύριος συγγραφέας: Rothlauf, Franz (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Σειρά: Natural Computing Series,
• Θέματα: Computer science.; Information technology.; Business > Data processing.; Artificial intelligence.; Mathematical optimization.; Computational intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Optimization.; Computational Intelligence.; IT in Business.

Most textbooks on modern heuristics provide the reader with detailed descriptions of the functionality of single examples like genetic algorithms, genetic programming, tabu search, simulated annealing, and others, but fail to teach the underlying concepts behind these different approaches. The autho...

Πίνακας περιεχομένων:

• Chap. 1
• Introduction
• Part I
• Fundamentals
• Chap. 2
• Optimization Problems
• Chap. 3
• Optimization Methods
• Part II
• Modern Heuristics
• Chap. 4
• Design Elements
• Chap. 5
• Search Strategies
• Chap. 6
• Design Principles
• Part III Case Studies
• Chap. 7
• High Locality Representations for Automated Programming
• Chap. 8.-Biased Modern Heuristics for the OCST Problem
• Chap. 9.-Summary
• References
• Nomenclature
• Glossary
• Index.