Parameters estimation of homogeneous gamma process via intelligence techniques
Joint Authors
Mahmud, Shayma Walid
Bashir, Ghaliyah Tawfiq
Abd al-Hamid, Ibtihaj
Source
Iraqi Journal of Statistical Science
Issue
Vol. 17, Issue 32 (31 Dec. 2020), pp.53-61, 9 p.
Publisher
University of Mosul College of Computer Science and Mathematics
Publication Date
2020-12-31
Country of Publication
Iraq
No. of Pages
9
Abstract EN
Recently, the gamma process has been increasing used to model stochastic deterioration for optimizing maintenance because are well suited for modeling the temporal variability of deterioration.
in this paper, we discussed two algorithms of the intelligent technique algorithms with moment method for estimating the parameters of the homogeneous gamma process.
the application results demonstrate that the intelligent techniques estimation methods are considerably consistent in estimation compared to the moment method, using mean absolute error (MAE).
American Psychological Association (APA)
Abd al-Hamid, Ibtihaj& Mahmud, Shayma Walid& Bashir, Ghaliyah Tawfiq. 2020. Parameters estimation of homogeneous gamma process via intelligence techniques. Iraqi Journal of Statistical Science،Vol. 17, no. 32, pp.53-61.
https://search.emarefa.net/detail/BIM-1335139
Modern Language Association (MLA)
Abd al-Hamid, Ibtihaj…[et al.]. Parameters estimation of homogeneous gamma process via intelligence techniques. Iraqi Journal of Statistical Science Vol. 17, no. 32 (2020), pp.53-61.
https://search.emarefa.net/detail/BIM-1335139
American Medical Association (AMA)
Abd al-Hamid, Ibtihaj& Mahmud, Shayma Walid& Bashir, Ghaliyah Tawfiq. Parameters estimation of homogeneous gamma process via intelligence techniques. Iraqi Journal of Statistical Science. 2020. Vol. 17, no. 32, pp.53-61.
https://search.emarefa.net/detail/BIM-1335139
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 61
Record ID
BIM-1335139