Studies in Computational Intelligence

Talbi, El-ghazali

The main goal of this book is to provide a state of the art of hybrid metaheuristics. The book provides a complete background that enables readers to design and implement hybrid metaheuristics to solve complex optimization problems (continuous/discrete, mono-objective/multi-objective, optimization under uncertainty) in a diverse range of application domains. Readers learn to solve large scale problems quickly and efficiently combining metaheuristics with complementary metaheuristics, mathematical programming, constraint programming and machine learning. Numerous real-world examples of problems and solutions demonstrate how hybrid metaheuristics are applied in such fields as networks, logistics and transportation, bio-medical, engineering design, scheduling.

Details

Published by: Springer

Publication Date: 2014-09-20

Format: Paperback

ISBN-13: 9783642429057

DOI: 10.1007/978-3-642-30671-6

Dimensions: 235cm x155cm

Pages: 458