Advances in Evolutionary Algorithms Theory, Design and Practice /

• Main Author: Ahn, Chang Wook (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Series: Studies in Computational Intelligence, 18
• Subjects: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).

Genetic and evolutionary algorithms (GEAs) have often achieved an enviable success in solving optimization problems in a wide range of disciplines. The goal of this book is to provide effective optimization algorithms for solving a broad class of problems quickly, accurately, and reliably by employi...

Table of Contents:

• Practical Genetic Algorithms
• Real-World Application: Routing Problem
• Elitist Compact Genetic Algorithms
• Real-coded Bayesian Optimization Algorithm
• Multiobjective Real-coded Bayesian Optimization Algorithm
• Conclusions.