Parallel Genetic Algorithms Theory and Real World Applications /

• Main Authors: Luque, Gabriel (Author), Alba, Enrique (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Series: Studies in Computational Intelligence, 367
• Subjects: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).

This book is the result of several years of research trying to better characterize parallel genetic algorithms (pGAs) as a powerful tool for optimization, search, and learning. Readers can learn how to solve complex tasks by reducing their high computational times. Dealing with two scientific fields...

Table of Contents:

• Part I Introduction
• Part II Characterization of Parallel Genetic Algorithms
• Part III Applications of Parallel Genetic Algorithms.