Using genetic algorithm to estimate the parameters of the gumbel distribution function by simulation
Other Title(s)
استعمال الخوارزمية الجينية في تقدير معلمات دالة توزيع كامبل بأستخدام المحاكاة
Parallel Title
استعمال الخوارزمية الجينية في تقدير معلمات دالة توزيع كامبل بأستخدام المحاكاة
Joint Authors
Khudir, Ali Khalid
Shafiq, ٍShuruq Kadhim
Muhammad, Salam Jasim
Source
Journal of Economics and Administrative Science
Issue
Vol. 28, Issue 132 (30 Apr. 2022), pp.146-156, 11 p.
Publisher
University of Baghdad College of Administration and Economics
Publication Date
2022-04-30
Country of Publication
Iraq
No. of Pages
11
Main Subjects
Economics & Business Administration
Topics
Abstract AR
في هذا البحث تم التركيز على تقدير معلمات توزيع كامبل للقيم الصغرى بأستخدام طريقة الامكان الاعظم وطريقة بيز وتم توظيف طريقة الخوارزمية الجينية في تقدير معلمات طريقة الامكان الاعظم وكذلك طريقة بيز وتمت المقارنة بأستخدام متوسط مربعات الخطأ , حيث ان هوافضل مقدر لكونه يملك اقل متوسط مربعات خطأ BLG_GE
Abstract EN
In this research, the focus was on estimating the parameters on (min- Gumbel distribution), using the maximum likelihood method and the Bayes method.
The genetic algorithmmethod was employed in estimating the parameters of the maximum likelihood method as well as the Bayes method.
The comparison was made using the mean error squares (MSE), where the best estimator is the one who has the least mean squared error.
It was noted that the best estimator was (BLG_GE)
American Psychological Association (APA)
Muhammad, Salam Jasim& Khudir, Ali Khalid& Shafiq, ٍShuruq Kadhim. 2022. Using genetic algorithm to estimate the parameters of the gumbel distribution function by simulation. Journal of Economics and Administrative Science،Vol. 28, no. 132, pp.146-156.
https://search.emarefa.net/detail/BIM-1401147
Modern Language Association (MLA)
Muhammad, Salam Jasim…[et al.]. Using genetic algorithm to estimate the parameters of the gumbel distribution function by simulation. Journal of Economics and Administrative Science Vol. 28, no. 132 (2022), pp.146-156.
https://search.emarefa.net/detail/BIM-1401147
American Medical Association (AMA)
Muhammad, Salam Jasim& Khudir, Ali Khalid& Shafiq, ٍShuruq Kadhim. Using genetic algorithm to estimate the parameters of the gumbel distribution function by simulation. Journal of Economics and Administrative Science. 2022. Vol. 28, no. 132, pp.146-156.
https://search.emarefa.net/detail/BIM-1401147
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 155
Record ID
BIM-1401147
