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Application of Mahalanobis-Taguchi System in the down-up case of Methadone flexi dispensing program

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Main Authors: S. K. M., Saad, N. N., Jaafar, M. Y., Abu, S. N. A. M., Zaini
Other Authors: areena5582@gmail.com
Format: Article
Language:English
Published: Institute of Engineering Mathematics, Universiti Malaysia Perlis 2023
Subjects:
Mahalanobis-Taguchi system
Methadone flexi dispensing program
RT method
T method
Online Access:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/77662
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spelling my.unimap-776622023-01-12T04:02:59Z Application of Mahalanobis-Taguchi System in the down-up case of Methadone flexi dispensing program S. K. M., Saad N. N., Jaafar M. Y., Abu S. N. A. M., Zaini areena5582@gmail.com Faculty of Manufacturing and Mechatronic Engineering Technology, Universiti Malaysia Pahang (UMP) Mahalanobis-Taguchi system Methadone flexi dispensing program RT method T method Link to publisher's homepage at https://amci.unimap.edu.my/ Patients under methadone flexi dispensing (MFlex) program are required to do methadone dosages trends for down-up case since no parameters were employed to identify the patient who has potential rate of recovery. So that, the existing system need further enhancement towards classification and optimization. The objective is to determine the Mahalanobis distance (MD), evaluate the degree of contribution, and diagnose the unknown data in the MFlex program using Mahalanobis-Taguchi system (MTS). The data is obtained at the Bandar Pekan clinic that includes 16 parameters. Two types of MTS methods are used for classification and optimization using RT-Method and T-Method respectively. As a result, the RT-Method is able to classify between healthy and unhealthy samples, while the T-Method is able to evaluate the significant parameters in terms of degree of contribution. 4 unknown samples have been diagnosed with different number of positive and negative degree of contribution to achieve lower MD. The best-proposed solution is type 3 of 4 modifications because it shows the lowest MD value than others. In conclusion, a Bandar Pekan clinic pharmacist confirmed that MTS can solve a classification and optimization problems in the MFlex program. 2023-01-12T04:02:59Z 2023-01-12T04:02:59Z 2022-12 Article Applied Mathematics and Computational Intelligence (AMCI), vol.11(1), 2022, pages 73-87 2289-1315 (print) 2289-1323 (online) http://dspace.unimap.edu.my:80/xmlui/handle/123456789/77662 https://amci.unimap.edu.my/ en Institute of Engineering Mathematics, Universiti Malaysia Perlis
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Mahalanobis-Taguchi system
Methadone flexi dispensing program
RT method
T method
spellingShingle Mahalanobis-Taguchi system
Methadone flexi dispensing program
RT method
T method
S. K. M., Saad
N. N., Jaafar
M. Y., Abu
S. N. A. M., Zaini
Application of Mahalanobis-Taguchi System in the down-up case of Methadone flexi dispensing program
description Link to publisher's homepage at https://amci.unimap.edu.my/
author2 areena5582@gmail.com
author_facet areena5582@gmail.com
S. K. M., Saad
N. N., Jaafar
M. Y., Abu
S. N. A. M., Zaini
format Article
author S. K. M., Saad
N. N., Jaafar
M. Y., Abu
S. N. A. M., Zaini
author_sort S. K. M., Saad
title Application of Mahalanobis-Taguchi System in the down-up case of Methadone flexi dispensing program
title_short Application of Mahalanobis-Taguchi System in the down-up case of Methadone flexi dispensing program
title_full Application of Mahalanobis-Taguchi System in the down-up case of Methadone flexi dispensing program
title_fullStr Application of Mahalanobis-Taguchi System in the down-up case of Methadone flexi dispensing program
title_full_unstemmed Application of Mahalanobis-Taguchi System in the down-up case of Methadone flexi dispensing program
title_sort application of mahalanobis-taguchi system in the down-up case of methadone flexi dispensing program
publisher Institute of Engineering Mathematics, Universiti Malaysia Perlis
publishDate 2023
url http://dspace.unimap.edu.my:80/xmlui/handle/123456789/77662
_version_ 1772813095075315712
score 13.214268

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