Hybrid Metaheuristics Powerful Tools for Optimization /

• Κύριοι συγγραφείς: Blum, Christian (Συγγραφέας), Raidl, Günther R. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Σειρά: Artificial Intelligence: Foundations, Theory, and Algorithms,
• Θέματα: Computer science.; Operations research.; Decision making.; Computers.; Artificial intelligence.; Mathematical optimization.; Computational intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Theory of Computation.; Computational Intelligence.; Operation Research/Decision Theory.; Optimization.

This book explains the most prominent and some promising new, general techniques that combine metaheuristics with other optimization methods. A first introductory chapter reviews the basic principles of local search, prominent metaheuristics, and tree search, dynamic programming, mixed integer linea...

Πίνακας περιεχομένων:

• Introduction
• Incomplete Solution Representations and Decoders
• Hybridization Based on Problem Instance Reduction
• Hybridization Based on Large Neighborhood Search
• Making Use of a Parallel, Non-independent, Construction of Solutions Within Metaheuristics
• Hybridization Based on Complete Solution Archives
• Further Hybrids and Conclusions. .