Firefly Algorithm: Minimizing Cost on Single-Level Lot-Sizing Problem

Authors

  • Siti Hafawati Jamaluddin Universiti Teknologi MARA, Perlis Branch, Arau Campus
  • Nurul Azleeka Zulkipli Universiti Teknologi MARA, Perlis Branch, Arau Campus
  • Norwaziah Mahmud Universiti Teknologi MARA, Perlis Branch, Arau Campus
  • Nur Syuhada Muhamat Pazil Universiti Teknologi MARA, Melaka Branch, Jasin Campus

DOI:

https://doi.org/10.24191/jcrinn.v3i1.89

Keywords:

Firefly algorithm, Single-level lot-sizing, Setup cost, Production cost

Abstract

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

Downloads

Download data is not yet available.

Downloads

Published

2018-10-17

How to Cite

Jamaluddin, S. H., Zulkipli, N. A., Mahmud, N., & Muhamat Pazil, N. S. (2018). Firefly Algorithm: Minimizing Cost on Single-Level Lot-Sizing Problem. Journal of Computing Research and Innovation, 3(1), 55–63. https://doi.org/10.24191/jcrinn.v3i1.89

Issue

Section

General Computing

Most read articles by the same author(s)

Similar Articles

You may also start an advanced similarity search for this article.