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Recent Advances in Intelligent Engineering Systems
Details
Written by leading experts in the field, this volume's three parts cover foundational aspects, intelligent computation in networks, and applications of computational intelligence to engineering systems, which, as the book shows, is an area of vast potential.
This volume is a collection of 19 chapters on intelligent engineering systems written by respectable experts of the fields. The book consists of three parts.
The first part is devoted to the foundational aspects of computational intelligence. It consists of 8 chapters that include studies in genetic algorithms, fuzzy logic connectives, enhanced intelligence in product models, nature-inspired optimization technologies, particle swarm optimization, evolution algorithms, model complexity of neural networks, and fitness landscape analysis.
The second part contains contributions to intelligent computation in networks, presented in 5 chapters. The covered subjects include the application of self-organizing maps for early detection of denial of service attacks, combating security threats via immunity and adaptability in cognitive radio networks, novel modifications in WSN network design for improved SNR and reliability, a conceptual framework for the design of audio based cognitive infocommunication channels, and a case study on the advantages of fuzzy and anytime signal- and image processing techniques.
Computational intelligence represents a widely spread interdisciplinary research area with many applications in various disciplines including engineering, medicine, technology, environment, among others. Therefore, third part of this book consists of 6 chapters on applications. This is a very important part of the volume because the reader can find in it a wide range of fields where computational intelligence plays a significant role.
Recent research in Intelligent Engineering systems Presents applications of Computational Intelligence to Engineering Systems Written by leading experts in the field
Inhalt
Part I Foundation of Computational Intelligence.- Part II Intelligent Computation in Networks.- Part III Application of Computational Intelligence.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783642270062
- Auflage 2012
- Editor János Fodor, Carmen Paz Suárez Araujo, Ryszard Klempous
- Sprache Englisch
- Genre Allgemeines & Lexika
- Lesemotiv Verstehen
- Größe H235mm x B155mm x T25mm
- Jahr 2013
- EAN 9783642270062
- Format Kartonierter Einband
- ISBN 3642270069
- Veröffentlichung 27.11.2013
- Titel Recent Advances in Intelligent Engineering Systems
- Untertitel Studies in Computational Intelligence 378
- Gewicht 692g
- Herausgeber Springer Berlin Heidelberg
- Anzahl Seiten 460