Evolutionary Algorithms and Neural Networks / Studies in Computational Intelligence Bd.780 (PDF)
Theory and Applications
(Sprache: Englisch)
This book introduces readers to the fundamentals of artificial neural networks, with a special emphasis on evolutionary algorithms. At first, the book offers a literature review of several well-regarded evolutionary algorithms, including particle swarm and...
sofort als Download lieferbar
Printausgabe 128.39 €
eBook (pdf) -8%
117.69 €
58 DeutschlandCard Punkte
sammeln
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenloser tolino webreader
Produktdetails
Produktinformationen zu „Evolutionary Algorithms and Neural Networks / Studies in Computational Intelligence Bd.780 (PDF)“
This book introduces readers to the fundamentals of artificial neural networks, with a special emphasis on evolutionary algorithms. At first, the book offers a literature review of several well-regarded evolutionary algorithms, including particle swarm and ant colony optimization, genetic algorithms and biogeography-based optimization. It then proposes evolutionary version of several types of neural networks such as feed forward neural networks, radial basis function networks, as well as recurrent neural networks and multi-later perceptron. Most of the challenges that have to be addressed when training artificial neural networks using evolutionary algorithms are discussed in detail. The book also demonstrates the application of the proposed algorithms for several purposes such as classification, clustering, approximation, and prediction problems. It provides a tutorial on how to design, adapt, and evaluate artificial neural networks as well, and includes source codes for most of the proposed techniques as supplementary materials.
Bibliographische Angaben
- Autor: Seyedali Mirjalili
- 2018, 1st ed. 2019, 156 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 3319930257
- ISBN-13: 9783319930251
- Erscheinungsdatum: 26.06.2018
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
eBook Informationen
- Dateiformat: PDF
- Größe: 8.86 MB
- Ohne Kopierschutz
- Vorlesefunktion
Sprache:
Englisch
Pressezitat
Kommentar zu "Evolutionary Algorithms and Neural Networks / Studies in Computational Intelligence Bd.780"
0 Gebrauchte Artikel zu „Evolutionary Algorithms and Neural Networks / Studies in Computational Intelligence Bd.780“
| Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
|---|
Schreiben Sie einen Kommentar zu "Evolutionary Algorithms and Neural Networks / Studies in Computational Intelligence Bd.780".
Kommentar verfassen