The aim of Metaheuristics: Progress in Complex Systems Optimization is to provide several different kinds of information: a delineation of general metaheuristics methods, a number of state-of-the-art articles from a variety of well-known classical application areas as well as an outlook to modern computational methods in promising new areas. Therefore, this book may equally serve as a textbook in graduate courses for students, as a reference book for people interested in engineering or social sciences, and as a collection of new and promising avenues for researchers working in this field.
Highlighted are recent developments in the areas of Simulated Annealing, Path Relinking, Scatter Search, Tabu Search, Variable Neighborhood Search, Hyper-heuristics, Constraint Programming, Iterated Local Search, GRASP, bio-inspired algorithms like Genetic Algorithms, Memetic Algorithms, Ant Colony Optimization or Swarm Intelligence, and several other paradigms.
| ISBN: | 9781441944214 |
| Publication date: | 29th November 2010 |
| Author: | Karl F Doerner |
| Publisher: | Springer an imprint of Springer US |
| Format: | Paperback |
| Pagination: | 410 pages |
| Series: | Operations Research/computer Science Interfaces Series |
| Genres: |
Optimization Mathematical modelling Management decision making Operational research Maths for engineers Mathematical theory of computation Artificial intelligence |
The aim of Metaheuristics: Progress in Complex Systems Optimization is to provide several different kinds of information: a delineation of general metaheuristics methods, a number of state-of-the-art articles from a variety of well-known classical application areas as well as an outlook to modern computational methods in promising new areas. Therefore, this book may equally serve as a textbook in graduate courses for students, as a reference book for people interested in engineering or social sciences, and as a collection of new and promising avenues for researchers working in this field.
Metaheuristics features in the following genres: Optimization, Mathematical modelling, Management decision making, Operational research, Maths for engineers, Mathematical theory of computation, Artificial intelligence
Paperback. Not Available.
Metaheuristics was written by Karl F Doerner and published by Springer an imprint of Springer US
Metaheuristics has 410 pages
Yes it is part of Operations Research/computer Science Interfaces Series series