Handbook of Metaheuristics

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Glover, Fred (Επιμελητής έκδοσης), Kochenberger, Gary A. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2003.
• Σειρά: International Series in Operations Research & Management Science, 57
• Θέματα: Mathematics.; Operations research.; Decision making.; Artificial intelligence.; Mathematical optimization.; Calculus of variations.; Management science.; Optimization.; Calculus of Variations and Optimal Control; Optimization.; Artificial Intelligence (incl. Robotics).; Operation Research/Decision Theory.; Operations Research, Management Science.

Metaheuristics, in their original definition, are solution methods that orchestrate an interaction between local improvement procedures and higher level strategies to create a process capable of escaping from local optima and performing a robust search of a solution space. Over time, these methods h...

Πίνακας περιεχομένων:

• Scatter Search and Path Relinking: Advances and Applications
• An Introduction to Tabu Search
• Genetic Algorithms
• Genetic Programming: Automatic Synthesis of Topologies and Numerical Parameters
• A Gentle Introduction to Memetic Algorithms
• Variable Neighborhood Search
• Guided Local Search
• Greedy Randomized Adaptive Search Procedures
• The Ant Colony Optimization Metaheuristic: Algorithms, Applications, and Advances
• The Theory and Practice of Simulated Annealing
• Iterated Local Search
• Multi-Start Methods
• Local Search and Constraint Programming
• Constraint Satisfaction
• Artificial Neural Networks for Combinatorial Optimization
• Hyper-Heuristics: An Emerging Direction in Modern Search Technology
• Parallel Strategies for Meta-Heuristics
• Metaheuristic Class Libraries
• Asynchronous Teams.