Metaheuristics

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Siarry, Patrick (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Θέματα: Computer science.; Operations research.; Decision making.; Artificial intelligence.; Mathematical optimization.; Computational intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computational Intelligence.; Operation Research/Decision Theory.; Optimization.

Metaheuristics exhibit desirable properties like simplicity, easy parallelizability, and ready applicability to different types of optimization problems. After a comprehensive introduction to the field, the contributed chapters in this book include explanations of the main metaheuristics techniques,...

Πίνακας περιεχομένων:

• Introduction
• Simulated Annealing
• Tabu Search
• Search in Variable Neighborhoods
• The GRASP Search Algorithm
• Evolutionary Algorithms
• Artificial Ants
• Particle Swarms
• Other Metaheuristics
• Other Social Insect Algorithms
• Extending Evolutionary Algorithms for Multiobjective Optimization
• Extending Evolutionary Algorithms for Optimization Under Constraints
• Modeling and Comparison Methods
• Hybrid Metaheuristics for Optimizing Logistics
• Metaheuristics for Vehicle Routing Problems
• Applications in Air Traffic Management.