Téléchargez le livre : Applications of Artificial Intelligence Techniques in Industry 4.0

Applications of Artificial Intelligence Techniques in Industry 4.0

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Paru le : 2018-09-25

This book is to presents and evaluates a way of modelling and optimizing nonlinear RFID Network Planning (RNP) problems using artificial intelligence techniques. It uses Artificial Neural Network models (ANN) to bind together the computational artificial intelligence algorithm with knowledge represe...
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Description du livre

This book is to presents and evaluates a way of modelling and optimizing nonlinear RFID Network Planning (RNP) problems using artificial intelligence techniques. It uses Artificial Neural Network models (ANN) to bind together the computational artificial intelligence algorithm with knowledge representation an efficient artificial intelligence paradigm to model and optimize RFID networks.
This effort leads to proposing a novel artificial intelligence algorithm which has been named hybrid artificial intelligence optimization technique to perform optimization of RNP as a hard learning problem. This hybrid optimization technique consists of two different optimization phases. First phase is optimizing RNP by Redundant Antenna Elimination (RAE) algorithm and the second phase which completes RNP optimization process is Ring Probabilistic Logic Neural Networks (RPLNN). The hybrid paradigm is explored using a flexible manufacturing system (FMS) and the results are compared with well-known evolutionary optimization technique namely Genetic Algorithm (GA) to demonstrate the feasibility of the proposed architecture successfully.

À propos

Auteur
Aydin Azizi
Éditeur
Springer
Collection
SpringerBriefs in Applied Sciences and Technology
Parution
2018-09-25
Pages
61 pages
EAN papier
9789811326394

Auteur(s) du livre


Defaut-Illustration Aydin Azizi

Caractéristiques détaillées - droits

EAN PDF
9789811326400
Prix
58,01 €
Nombre pages copiables
0
Nombre pages imprimables
6
Taille du fichier
3256 Ko
Ce livre est accessible aux handicaps informations d'accessibilité
EAN EPUB
9789811326400
Prix
58,01 €
Nombre pages copiables
0
Nombre pages imprimables
6
Taille du fichier
2335 Ko
Ce livre est accessible aux handicaps informations d'accessibilité

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