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Paper Information

Journal:   JOURNAL OF MODELING IN ENGINEERING   SUMMER 2010 , Volume 8 , Number 21; Page(s) 0 To 0.
 
Paper: 

OPTIMIZED ANN ALGORITHM FOR ANALYZING THE ROAD FLEXIBLE PAVEMENTS

 
 
Author(s):  SHAFABAKHSH GH., NADERPOUR H., FASIHI F.*
 
* HIGHWAY AND TRANSPORTATION ENGINEERING, FACULTY OF CIVIL ENGINEERING, SEMNAN UNIVERSITY
 
Abstract: 

Pavement analysis is an important field in pavement engineering, because of its causes on pavement behavior and obtaining more accurate equations for it. By science developing, many pavement analysis softwares have been developed which most of them are based on Multi-Layer Theory and a few work based on Finite Elements Method (FEM). Lots of input, spending much time in modeling process and to be unable to running more than one pavement modeling in a time are their main deficiencies. Artificial Neural Networks (ANN) as one of artificial intelligence algorithms has a lot of advantages such as low input numbers, reducing considerable time in the modeling process, multi pavement modeling at a time. In this article, after modeling verification, simulated an artificial neural network based on 384 models which were modeled by finite elements software and found a back propagation ANN with 8-10-2 combination with sigmoid transfer function which was the optimum network for the network.

 
Keyword(s): FLEXIBLE PAVEMENTS, ANALYSIS, FINITE ELEMENTS, ARTIFICIAL NEURAL NETWORKS, BACK PROPAGATION
 
 
References: 
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Citations: 
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+ Click to Cite.
APA: Copy

SHAFABAKHSH, G., & NADERPOUR, H., & FASIHI, F. (2010). OPTIMIZED ANN ALGORITHM FOR ANALYZING THE ROAD FLEXIBLE PAVEMENTS. JOURNAL OF MODELING IN ENGINEERING, 8(21), 0-0. https://www.sid.ir/en/journal/ViewPaper.aspx?id=277380



Vancouver: Copy

SHAFABAKHSH GH., NADERPOUR H., FASIHI F.. OPTIMIZED ANN ALGORITHM FOR ANALYZING THE ROAD FLEXIBLE PAVEMENTS. JOURNAL OF MODELING IN ENGINEERING. 2010 [cited 2021July24];8(21):0-0. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=277380



IEEE: Copy

SHAFABAKHSH, G., NADERPOUR, H., FASIHI, F., 2010. OPTIMIZED ANN ALGORITHM FOR ANALYZING THE ROAD FLEXIBLE PAVEMENTS. JOURNAL OF MODELING IN ENGINEERING, [online] 8(21), pp.0-0. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=277380.



 
 
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