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...

Full description

Bibliographic Details
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/ http://umpir.ump.edu.my/id/eprint/7439/ http://umpir.ump.edu.my/id/eprint/7439/1/065.pdf

id	ump-7439
recordtype	eprints
spelling	ump-74392016-09-06T06:42:50Z 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
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
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/ http://umpir.ump.edu.my/id/eprint/7439/ http://umpir.ump.edu.my/id/eprint/7439/1/065.pdf
first_indexed	2023-09-18T22:04:03Z
last_indexed	2023-09-18T22:04:03Z
_version_	1777414589737074688

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

Similar Items