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Firefly algorithm: Minimizing cost on single-level lot-sizing problem / Siti Hafawati Jamaluddin ... [et al.]

Nowadays, the industrial company plays a very important role to our country. However, the manufacturer industry has big issues in the production planning which called planning horizon where, the lot-sizing problem is one of the most important issues in the production planning area. In lot-sizing pro...

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Main Authors: Jamaluddin, Siti Hafawati, Zulkipli, Nurul Azleeka, Mahmud, Norwaziah, Muhamat Pazil, Nur Syuhada
Format: Article
Language:English
Published: UiTM Cawangan Perlis 2018
Subjects:
Manufacturing industries
Algorithms
Online Access:https://ir.uitm.edu.my/id/eprint/54794/1/54794.pdf
https://ir.uitm.edu.my/id/eprint/54794/
https://crinn.conferencehunter.com/
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spelling my.uitm.ir.547942022-09-25T15:18:31Z https://ir.uitm.edu.my/id/eprint/54794/ Firefly algorithm: Minimizing cost on single-level lot-sizing problem / Siti Hafawati Jamaluddin ... [et al.] Jamaluddin, Siti Hafawati Zulkipli, Nurul Azleeka Mahmud, Norwaziah Muhamat Pazil, Nur Syuhada Manufacturing industries Algorithms Nowadays, the industrial company plays a very important role to our country. However, the manufacturer industry has big issues in the production planning which called planning horizon where, the lot-sizing problem is one of the most important issues in the production planning area. In lot-sizing problem, the manufacturers are facing the problems in determining the setup cost when there is no consistency and efficiency in organizing the production plan. From the problem emerge, the minimum of production cost is determined by using firefly algorithm. From the minimum production cost obtained, the optimal setup cost on single-level lot-sizing problem is defined. In this study, the result is obtained by using MATLAB R2017a software to minimize the production cost on single-level lot-sizing problem where the minimum production cost is are for one month is $154 while, the minimum production cost for 12 months is $1760.89. From those minimum total cost obtained by using firefly algorithm, the optimal setup cost for one month is $86.83 while optimal setup cost for 12 months are $86.51, $86.81, $88.30, $95.39, $112.01, $102.92, $93.30, $85.90, $106.50, $85.77, $99.46 and $115.30 respectively. As a conclusion, firefly algorithm is applicable to use in minimizing production cost on single-level lot-sizing problem since the result obtained gives the better solution compared to the exact solution. UiTM Cawangan Perlis 2018 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/54794/1/54794.pdf Firefly algorithm: Minimizing cost on single-level lot-sizing problem / Siti Hafawati Jamaluddin ... [et al.]. (2018) Journal of Computing Research and Innovation (JCRINN), 3 (1): 7. pp. 55-63. ISSN 2600-8793 https://crinn.conferencehunter.com/ 10.24191/jcrinn.v3i1.89 10.24191/jcrinn.v3i1.89 10.24191/jcrinn.v3i1.89
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Manufacturing industries
Algorithms
spellingShingle Manufacturing industries
Algorithms
Jamaluddin, Siti Hafawati
Zulkipli, Nurul Azleeka
Mahmud, Norwaziah
Muhamat Pazil, Nur Syuhada
Firefly algorithm: Minimizing cost on single-level lot-sizing problem / Siti Hafawati Jamaluddin ... [et al.]
description Nowadays, the industrial company plays a very important role to our country. However, the manufacturer industry has big issues in the production planning which called planning horizon where, the lot-sizing problem is one of the most important issues in the production planning area. In lot-sizing problem, the manufacturers are facing the problems in determining the setup cost when there is no consistency and efficiency in organizing the production plan. From the problem emerge, the minimum of production cost is determined by using firefly algorithm. From the minimum production cost obtained, the optimal setup cost on single-level lot-sizing problem is defined. In this study, the result is obtained by using MATLAB R2017a software to minimize the production cost on single-level lot-sizing problem where the minimum production cost is are for one month is $154 while, the minimum production cost for 12 months is $1760.89. From those minimum total cost obtained by using firefly algorithm, the optimal setup cost for one month is $86.83 while optimal setup cost for 12 months are $86.51, $86.81, $88.30, $95.39, $112.01, $102.92, $93.30, $85.90, $106.50, $85.77, $99.46 and $115.30 respectively. As a conclusion, firefly algorithm is applicable to use in minimizing production cost on single-level lot-sizing problem since the result obtained gives the better solution compared to the exact solution.
format Article
author Jamaluddin, Siti Hafawati
Zulkipli, Nurul Azleeka
Mahmud, Norwaziah
Muhamat Pazil, Nur Syuhada
author_facet Jamaluddin, Siti Hafawati
Zulkipli, Nurul Azleeka
Mahmud, Norwaziah
Muhamat Pazil, Nur Syuhada
author_sort Jamaluddin, Siti Hafawati
title Firefly algorithm: Minimizing cost on single-level lot-sizing problem / Siti Hafawati Jamaluddin ... [et al.]
title_short Firefly algorithm: Minimizing cost on single-level lot-sizing problem / Siti Hafawati Jamaluddin ... [et al.]
title_full Firefly algorithm: Minimizing cost on single-level lot-sizing problem / Siti Hafawati Jamaluddin ... [et al.]
title_fullStr Firefly algorithm: Minimizing cost on single-level lot-sizing problem / Siti Hafawati Jamaluddin ... [et al.]
title_full_unstemmed Firefly algorithm: Minimizing cost on single-level lot-sizing problem / Siti Hafawati Jamaluddin ... [et al.]
title_sort firefly algorithm: minimizing cost on single-level lot-sizing problem / siti hafawati jamaluddin ... [et al.]
publisher UiTM Cawangan Perlis
publishDate 2018
url https://ir.uitm.edu.my/id/eprint/54794/1/54794.pdf
https://ir.uitm.edu.my/id/eprint/54794/
https://crinn.conferencehunter.com/
_version_ 1745565292161925120
score 13.211869

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