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