Estimating the parameters of 3-p Weibull distribution using particle swarm optimization: A comprehensive experimental comparison
详细信息 查看全文
- 作者：H. Hasan Ö ; rkcü ; a ; hhorkcu@gazi.edu.tr" class="auth_mail" title="E-mail the corresponding author ; horkcu1980@yahoo.com" class="auth_mail" title="E-mail the corresponding author ; Volkan Soner Ö ; zsoya ; volkansoner@gazi.edu.tr" class="auth_mail" title="E-mail the corresponding author ; Ertugrul Aksoyb ; ertugrulaksoy@gazi.edu.tr" class="auth_mail" title="E-mail the corresponding author ; Mustafa Isa Dogana ; midogan@gazi.edu.tr" class="auth_mail" title="E-mail the corresponding author
- 关键词：3-p Weibull distribution ; Maximum likelihood estimation ; Particle swarm optimization ; Inertia weight procedures
- 刊名：Applied Mathematics and Computation
- 出版年：2015
- 出版时间：1 October 2015
- 年：2015
- 卷：268
- 期：Complete
- 页码：201-226
- 全文大小：6075 K
文摘
- •
The Weibull distribution is used lifetime distributions in reliability engineering.
- •
The estimation of the parameters of this distribution is essential.
- •
Maximum likelihood (ML) estimation is a common method for parameter estimation.
- •
The working principle of ML estimation based on maximizing the likelihood function.
- •
We used particle swarm optimization as parameter estimation tool in 3-p Weibull.