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ITS » Books » Luar ITS
Posted by irfan@mat-eng.its.ac.id at 22/09/2015 17:10:04  •  1781 Views


OPTIMIZING NEURAL NETWORK PREDICTION OF COMPOSITE FATIGUE LIFE UNDER VARIABLE AMPLITUDE LOADING USING BAYESIAN REGULARIZATION

Author :
HIDAYAT, MAS IRFAN PURBAWANTO ( 197610272003121001 )




ABSTRAK

Makalah ini adalah salah satu bab dari buku dengan tajuk Composite Materials Technology 2009 terbitan CRC Press USA. Makalah tersebut menyajikan teknik regularisasi Bayesian untuk optimisasi prediksi umur lelah material komposit dengan neural networks.


ABSTRACT

This book chapter presents Bayesian regularization technique for optimizing fatigue life assessment of composite materials using neural networks.



KeywordsFatigue life assessment; variable amplitude loading; neural networks; Bayesian regularization
 
Subject:  jaringan syaraf
Date Create: 23/12/2009
Type: Text
Format: PDF
Language: English
Identifier: ITS-Books-99110160000016
Collection ID: 99110160000016
Call Number: 006.3 Hid o


Source
chapter of Book Composite Materials Technology: Neural Network Applications

Coverage
ITS Community

Rights
CRC Press @ 2009




[ Download - Summary ]

ITS-Books-99110160000016-38938.pdf



[ Link of Contents]
  1. Numerical Simulation - From Theory to Industry
    http://www.intechopen.com/books/numerical-simulation-from-theory-to-industry
  2. Composite Materials Technology
    https://www.crcpress.com/Composite-Materials-Technology-Neural-Network-Applications/Sapuan-Mujtaba/9781420093322
  3. OPTIMIZING NEURAL NETWORK PREDICTION of COMPOSITE FATIGUE LIFE under VARIABLE AMPLITUDE LOADING using BAYESIAN REGULARIZATION
    https://books.google.co.id/books?hl=en&lr=&id=kXi-N4dOJWMC&oi=fnd&pg=PA221&dq=info:lKQjwnZhJuQJ:scholar.google.com&ots=S7KFLrQIGD&sig=yNt4i6SmPfnKuuIvuv0WZqjYaPg&redir_esc=y#v=onepage&q&f=false



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