Although this blog includes links to other Internet sites, it takes no responsibility for the content or information contained on those other sites, nor does it exert any editorial or other control over those other sites. Please contact the administrators of those sites in case of any issues. ................. The purpose of this blog is not to enable you to download books , you would otherwise purchase; instead, this site’s purpose is to allow you, the user, to sample that first in the comfort of your home and help you decide on what you want to purchase next time at the store or at an online store.

Parallel Genetic Algorithms: Theory and Real World Applications by Gabriel Luque, Enrique Alba

Gabriel Luque, Enrique Alba, "Parallel Genetic Algorithms: Theory and Real World Applications (Studies in Computational Intelligence)"
Publisher: Springer | ISBN 10: 3642220835 | 2011 | PDF | 184 pages | 2 MB

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 (parallelism and GAs) is always difficult, and the book seeks at gracefully introducing from basic concepts to advanced topics.

The presentation is structured in three parts. The first one is targeted to the algorithms themselves, discussing their components, the physical parallelism, and best practices in using and evaluating them. A second part deals with the theory for pGAs, with an eye on theory-to-practice issues. A final third part offers a very wide study of pGAs as practical problem solvers, addressing domains such as natural language processing, circuits design, scheduling, and genomics.

This volume will be helpful both for researchers and practitioners. The first part shows pGAs to either beginners and mature researchers looking for a unified view of the two fields: GAs and parallelism. The second part partially solves (and also opens) new investigation lines in theory of pGAs. The third part can be accessed independently for readers interested in applications. The result is an excellent source of information on the state of the art and future developments in parallel GAs.



No comments:

Post a Comment