Lavoisier S.A.S.
14 rue de Provigny
94236 Cachan cedex
FRANCE

Heures d'ouverture 08h30-12h30/13h30-17h30
Tél.: +33 (0)1 47 40 67 00
Fax: +33 (0)1 47 40 67 02


Url canonique : www.lavoisier.fr/livre/informatique/artificial-organic-networks/ponce-espinosa/descriptif_2789007
Url courte ou permalien : www.lavoisier.fr/livre/notice.asp?ouvrage=2789007

Artificial Organic Networks, 2014 Artificial Intelligence Based on Carbon Networks Studies in Computational Intelligence Series, Vol. 521

Langue : Anglais

Auteurs :

Couverture de l’ouvrage Artificial Organic Networks
This monograph describes the synthesis and use of biologically-inspired artificial hydrocarbon networks (AHNs) for approximation models associated with machine learning and a novel computational algorithm with which to exploit them. The reader is first introduced to various kinds of algorithms designed to deal with approximation problems and then, via some conventional ideas of organic chemistry, to the creation and characterization of artificial organic networks and AHNs in particular. The advantages of using organic networks are discussed with the rules to be followed to adapt the network to its objectives. Graph theory is used as the basis of the necessary formalism. Simulated and experimental examples of the use of fuzzy logic and genetic algorithms with organic neural networks are presented and a number of modeling problems suitable for treatment by AHNs are described: approximation; inference; clustering; control; classification; and audio-signal filtering. The text finishes with a consideration of directions in which AHNs could be implemented and developed in future. A complete LabVIEW™ toolkit, downloadable from the book’s page at springer.com enables readers to design and implement organic neural networks of their own. The novel approach to creating networks suitable for machine learning systems demonstrated in Artificial Organic Networks will be of interest to academic researchers and graduate students working in areas associated with computational intelligence, intelligent control, systems approximation and complex networks.
Introduction to Modeling Problems.- Chemical Organic Compounds.- Artificial Organic Networks.- Artificial Hydrocarbon Networks.- Enhancements of Artificial Hydrocarbon Networks.- Notes on Modeling Problems Using Artificial Hydrocarbon Networks.- Applications of Artificial Hydrocarbon Networks.-Appendices.

Clear explanation of the algorithms described in flow diagrams and code

Demonstrates the new artificial network topologies described through experimental example

Discusses practical applications of the algorithm and networks presented

Date de parution :

Ouvrage de 228 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

105,49 €

Ajouter au panier

Date de parution :

Ouvrage de 228 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

147,69 €

Ajouter au panier
En continuant à naviguer, vous autorisez Lavoisier à déposer des cookies à des fins de mesure d'audience. Pour en savoir plus et paramétrer les cookies, rendez-vous sur la page Confidentialité & Sécurité.
FERMER