Kniha Using Generalized Regression Neural Network in Structural Engineering Seyed Vahid Razavi Tosee

Using Generalized Regression Neural Network in Structural Engineering

Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Scholars' Press
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
1 180
Traditional analysis methods used in Structural Engineering are reliable and can be successfully app...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2014
Stránek
116
EAN
9783639661255
ISBN
3639661257
Enbook ID
06394510
Vydavatel
Hmotnost
181
Rozměry
152 x 229 x 7

Kompletní popis

Traditional analysis methods used in Structural Engineering are reliable and can be successfully applied by solving several numerical equations. Another alternative analytical modeling method is Artificial Neural Networks (ANNs), which capture the numerical equations between its nodes and no formal formula is observable within the network generation. ANN system is an acceptable method in predicting experimental results. In this book, FBNN and GRNN are generated to predict the load-deflection analysis in the one-way non-strengthened and Carbon Fiber Reinforced Polymer (CFRP) strengthened RC slab. The GRNN was applied for situation where training data is insufficient for network generation. In addition, GRNN is also applied for the mechanical strength prediction of lightweight concrete and mortar.

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