Metaheuristic Search Concepts (repost)
Metaheuristic Search Concepts by Günther Zäpfel and Roland Braune
Springer; 1st Edition | March 9, 2010 | ISBN-10: 3642113427 | 326 pages | PDF | 5 MB
Springer; 1st Edition | March 9, 2010 | ISBN-10: 3642113427 | 326 pages | PDF | 5 MB
The book gives an introduction to metaheuristics for students and practitioners. It requires no prior knowledge of the field, as the basic concepts are developed step by step from the bottom up using the knapsack problem and therefore allowing the user to concentrate on the main ideas of metaheuristics. The concepts are then expanded to concrete algorithms, which are described in detail. Then a systematization of the algorithms is established and compared with existing classification schemes from literature. The last part of the book deals with the application of popular metaheuristics to two optimization problems from the field of production and logistics, namely the Job Shop Scheduling and the Vehicle Routing Problem, based on examples.