EVOLVE- A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation

• Corporate Author: SpringerLink (Online service)
• Other Authors: Tantar, Emilia (Editor), Tantar, Alexandru-Adrian (Editor), Bouvry, Pascal (Editor), Del Moral, Pierre (Editor), Legrand, Pierrick (Editor), Coello Coello, Carlos A. (Editor), Schütze, Oliver (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Series: Studies in Computational Intelligence, 447
• Subjects: Engineering.; Artificial intelligence.; Statistics.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

The aim of this book is to provide a strong theoretical support for understanding and analyzing the behavior of evolutionary algorithms, as well as for creating a bridge between probability, set-oriented numerics and evolutionary computation. The volume encloses a collection of contributions that we...

Table of Contents:

• Part I Foundations, probability and evolutionary computation
• Part II Set oriented numerics
• Part III Landscape, coevolution and cooperation
• Part IV Multi-objective optimization, heuristic conversion algorithms.