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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.
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.
Presents theory and applications of Parallel Genetic Algorithms
Written by leading experts in this field
State-of-the-Art book
| Erscheinungsjahr: | 2013 |
|---|---|
| Fachbereich: | Technik allgemein |
| Genre: | Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Reihe: | Studies in Computational Intelligence |
| Inhalt: |
xii
172 S. 55 s/w Illustr. |
| ISBN-13: | 9783642268687 |
| ISBN-10: | 3642268684 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Alba, Enrique
Luque, Gabriel |
| Hersteller: |
Springer-Verlag GmbH
Springer Berlin Heidelberg Studies in Computational Intelligence |
| Maße: | 235 x 155 x 11 mm |
| Von/Mit: | Enrique Alba (u. a.) |
| Erscheinungsdatum: | 03.08.2013 |
| Gewicht: | 0,289 kg |
Presents theory and applications of Parallel Genetic Algorithms
Written by leading experts in this field
State-of-the-Art book
| Erscheinungsjahr: | 2013 |
|---|---|
| Fachbereich: | Technik allgemein |
| Genre: | Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Reihe: | Studies in Computational Intelligence |
| Inhalt: |
xii
172 S. 55 s/w Illustr. |
| ISBN-13: | 9783642268687 |
| ISBN-10: | 3642268684 |
| Sprache: | Englisch |
| Ausstattung / Beilage: | Paperback |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Alba, Enrique
Luque, Gabriel |
| Hersteller: |
Springer-Verlag GmbH
Springer Berlin Heidelberg Studies in Computational Intelligence |
| Maße: | 235 x 155 x 11 mm |
| Von/Mit: | Enrique Alba (u. a.) |
| Erscheinungsdatum: | 03.08.2013 |
| Gewicht: | 0,289 kg |
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