Handbook of Metaheuristics

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Gendreau, Michel (Επιμελητής έκδοσης), Potvin, Jean-Yves (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2010.
• Σειρά: International Series in Operations Research & Management Science, 146
• Θέματα: Mathematics.; Business.; Management science.; Operations research.; Decision making.; Computer science > Mathematics.; Artificial intelligence.; Computer mathematics.; Operations Research, Management Science.; Artificial Intelligence (incl. Robotics).; Operation Research/Decision Theory.; Math Applications in Computer Science.; Business and Management, general.; Computational Science and Engineering.

“… an excellent book if you want to learn about a number of individual metaheuristics." (U. Aickelin, Journal of the Operational Research Society, Issue 56, 2005, on the First Edition) The first edition of the Handbook of Metaheuristics was published in 2003 under the editorship of Fred Glover...

Πίνακας περιεχομένων:

• Simulated Annealing
• Tabu Search
• Variable Neighborhood Search
• Scatter Search and Path-Relinking: Fundamentals, Advances, and Applications
• Genetic Algorithms
• A Modern Introduction to Memetic Algorithms
• Genetic Programming
• Ant Colony Optimization: Overview and Recent Advances
• Advanced Multi-start Methods
• Greedy Randomized Adaptive Search Procedures: Advances, Hybridizations, and Applications
• Guided Local Search
• Iterated Local Search: Framework and Applications
• Large Neighborhood Search
• Artificial Immune Systems
• A Classification of Hyper-heuristic Approaches
• Metaheuristic Hybrids
• Parallel Meta-heuristics
• Reactive Search Optimization: Learning While Optimizing
• Stochastic Search in Metaheuristics
• An Introduction to Fitness Landscape Analysis and Cost Models for Local Search
• Comparison of Metaheuristics.