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Implementation of Ant Colony Optimization Algorithm to Minimize Cost of Turning Process

In machining process, turning is one of process that were significantly change by introduction of computer numerical control (CNC). However, the process improvement is not stopping there, but the focused has change to reduce the machining cost. Improper parameter selection will caused vibration in c...

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Main Authors: M. F. F., Ab Rashid, N. M. Z., Nik Mohamed, A. N., Mohd Rose, S. A., Che Ghani, W. S., Wan Harun
Format: Article
Language:English
Published: Trans Tech Publications, Switzerland 2015
Subjects:
TJ Mechanical engineering and machinery
Online Access:http://umpir.ump.edu.my/id/eprint/7439/1/065.pdf
http://umpir.ump.edu.my/id/eprint/7439/
http://akademiabaru.com/wvcarmea/docu/065.pdf
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spelling my.ump.umpir.74392021-10-06T01:46:56Z http://umpir.ump.edu.my/id/eprint/7439/ Implementation of Ant Colony Optimization Algorithm to Minimize Cost of Turning Process M. F. F., Ab Rashid N. M. Z., Nik Mohamed A. N., Mohd Rose S. A., Che Ghani W. S., Wan Harun TJ Mechanical engineering and machinery In machining process, turning is one of process that were significantly change by introduction of computer numerical control (CNC). However, the process improvement is not stopping there, but the focused has change to reduce the machining cost. Improper parameter selection will caused vibration in cutting, unsecure workpiece, unappealing finishing and cost consuming. Therefore, the optimum parameter setting is required because it related to certain quality characteristics such as the unit production cost. This paper presents the study to minimize production cost for CNC turning process by using Ant Colony Optimization (ACO). The result shows that, the ACO was capable to search for optimum production cost in shorter time compare to other methods, including Genetic Algorithm. Trans Tech Publications, Switzerland 2015 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/7439/1/065.pdf M. F. F., Ab Rashid and N. M. Z., Nik Mohamed and A. N., Mohd Rose and S. A., Che Ghani and W. S., Wan Harun (2015) Implementation of Ant Colony Optimization Algorithm to Minimize Cost of Turning Process. Applied Mechanics and Materials, 695. pp. 558-561. ISSN 1662-7482 http://akademiabaru.com/wvcarmea/docu/065.pdf
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
M. F. F., Ab Rashid
N. M. Z., Nik Mohamed
A. N., Mohd Rose
S. A., Che Ghani
W. S., Wan Harun
Implementation of Ant Colony Optimization Algorithm to Minimize Cost of Turning Process
description In machining process, turning is one of process that were significantly change by introduction of computer numerical control (CNC). However, the process improvement is not stopping there, but the focused has change to reduce the machining cost. Improper parameter selection will caused vibration in cutting, unsecure workpiece, unappealing finishing and cost consuming. Therefore, the optimum parameter setting is required because it related to certain quality characteristics such as the unit production cost. This paper presents the study to minimize production cost for CNC turning process by using Ant Colony Optimization (ACO). The result shows that, the ACO was capable to search for optimum production cost in shorter time compare to other methods, including Genetic Algorithm.
format Article
author M. F. F., Ab Rashid
N. M. Z., Nik Mohamed
A. N., Mohd Rose
S. A., Che Ghani
W. S., Wan Harun
author_facet M. F. F., Ab Rashid
N. M. Z., Nik Mohamed
A. N., Mohd Rose
S. A., Che Ghani
W. S., Wan Harun
author_sort M. F. F., Ab Rashid
title Implementation of Ant Colony Optimization Algorithm to Minimize Cost of Turning Process
title_short Implementation of Ant Colony Optimization Algorithm to Minimize Cost of Turning Process
title_full Implementation of Ant Colony Optimization Algorithm to Minimize Cost of Turning Process
title_fullStr Implementation of Ant Colony Optimization Algorithm to Minimize Cost of Turning Process
title_full_unstemmed Implementation of Ant Colony Optimization Algorithm to Minimize Cost of Turning Process
title_sort implementation of ant colony optimization algorithm to minimize cost of turning process
publisher Trans Tech Publications, Switzerland
publishDate 2015
url http://umpir.ump.edu.my/id/eprint/7439/1/065.pdf
http://umpir.ump.edu.my/id/eprint/7439/
http://akademiabaru.com/wvcarmea/docu/065.pdf
_version_ 1713199920115089408
score 13.211869

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