Modelling and optimization of chemical engineering processes: Bio-inspired techniques - Couverture souple

Drăgoi, Elena-Niculina; Curteanu, Silvia; Dafinescu, Vlad

 
9783659409257: Modelling and optimization of chemical engineering processes: Bio-inspired techniques
Couverture souple
ISBN 10 : 3659409251 ISBN 13 : 9783659409257
Editeur : LAP LAMBERT Academic Publishing, 2013

Synopsis

In the latest years, the use of computational techniques for solving different problems is rising. In this context, engineers are faced with the difficult choice of selecting and applying the best methods suited for modelling and optimization purposes. On the other hand, there are cases when the conventional approaches are not feasible and alternative methods must be developed. This book is aimed to help engineers in the application and implementation of neural networks and bio-inspired algorithms for solving day-to-day engineering problems and specific process optimization. New techniques based on artificial neural networks, differential evolution algorithm, and artificial immune systems are presented. They have proven to be flexible and efficient, having as main advantages the generalization capability and the opportunity of providing useful information for experimental practice.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

In the latest years, the use of computational techniques for solving different problems is rising. In this context, engineers are faced with the difficult choice of selecting and applying the best methods suited for modelling and optimization purposes. On the other hand, there are cases when the conventional approaches are not feasible and alternative methods must be developed. This book is aimed to help engineers in the application and implementation of neural networks and bio-inspired algorithms for solving day-to-day engineering problems and specific process optimization. New techniques based on artificial neural networks, differential evolution algorithm, and artificial immune systems are presented. They have proven to be flexible and efficient, having as main advantages the generalization capability and the opportunity of providing useful information for experimental practice.

Biographie de l'auteur

Elena-Niculina Drăgoi (Bachelor Degree in Computer Science, PhD in Chemical Engineering), Silvia Curteanu (Professor of Applied Informatics and PhD supervisor in Chemical Engineering), Vlad Dafinescu (Bioengineer, PhD in Electrical Engineering) have artificial intelligence and its applications in engineering as main research interests.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2013
Langue
anglais
ISBN 10 
3659409251
ISBN 13 
9783659409257
Reliure
Broché
Nombre de pages
340
Coordonnées du fabricant
non disponible
Personne responsable
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