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Firefly algorithm for path optimization in PCB holes drilling process

Proceeding of The International Conference in Green and Ubiquitous Technology (GUT 2012) at Bandung, Indonesia on 7 July 2012 through 8 July 2012. Link to publisher's homepage at http://ezproxy.unimap.edu.my:2080/Xplore/dynhome.jsp

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Main Authors: Mohd Muzafar, Ismail, Mohd Azlishah, Othman, Hamzah Asyrani, Sulaiman, Mohamad Harris, Misran, Ramlee, Rimashadira, Amar Faiz, Zainal Abidin, Nur Anis, Nordin, Mohd Nasir, Ayob, Farhaana, Yakop, Zakaria, M. I.
Other Authors: nasirayob@unimap.edu.my
Format: Working Paper
Language:English
Published: IEEE Conference Publications 2014
Subjects:
Computational intelligence
Firefly algorithm
Path optimization
Printed circuit board
Online Access:http://dspace.unimap.edu.my:80/dspace/handle/123456789/35334
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spelling my.unimap-353342014-06-10T09:06:48Z Firefly algorithm for path optimization in PCB holes drilling process Mohd Muzafar, Ismail Mohd Azlishah, Othman Hamzah Asyrani, Sulaiman Mohamad Harris, Misran Ramlee, Rimashadira Amar Faiz, Zainal Abidin Nur Anis, Nordin Mohd Nasir, Ayob Farhaana, Yakop Zakaria, M. I. nasirayob@unimap.edu.my Computational intelligence Firefly algorithm Path optimization Printed circuit board Proceeding of The International Conference in Green and Ubiquitous Technology (GUT 2012) at Bandung, Indonesia on 7 July 2012 through 8 July 2012. Link to publisher's homepage at http://ezproxy.unimap.edu.my:2080/Xplore/dynhome.jsp In PCB holes drilling process, the time taken for a task completion heavily rely on the distance travels by the drill bit of the CNC machine. In order to minimize the distance traveled by the drill bit, Firefly Algorithm can be used. The proposed model applies Firefly Algorithm to search for the optimized path in PCB holes drilling process. Each agent's position represented a possible path that can be taken by the drill bit. The fitness of the agent is inversely proportional to the distance of the path where the shorter the distance, the better the fitness of an agent. Then, the agents compare their fitness with each other. Agent will try to improve its fitness by moving closer towards other agent with better fitness. The process repeated until maximum iteration achieved. Performance of the proposed model is compared with other literatures using a standard case study. 2014-06-10T09:06:48Z 2014-06-10T09:06:48Z 2012 Working Paper p. 110-113 978-145772172-4 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6344160 http://dspace.unimap.edu.my:80/dspace/handle/123456789/35334 10.1109/GUT.2012.6344160 en Proceedings of the International Conference in Green and Ubiquitous Technology (GUT 2012); IEEE Conference Publications
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 Computational intelligence
Firefly algorithm
Path optimization
Printed circuit board
spellingShingle Computational intelligence
Firefly algorithm
Path optimization
Printed circuit board
Mohd Muzafar, Ismail
Mohd Azlishah, Othman
Hamzah Asyrani, Sulaiman
Mohamad Harris, Misran
Ramlee, Rimashadira
Amar Faiz, Zainal Abidin
Nur Anis, Nordin
Mohd Nasir, Ayob
Farhaana, Yakop
Zakaria, M. I.
Firefly algorithm for path optimization in PCB holes drilling process
description Proceeding of The International Conference in Green and Ubiquitous Technology (GUT 2012) at Bandung, Indonesia on 7 July 2012 through 8 July 2012. Link to publisher's homepage at http://ezproxy.unimap.edu.my:2080/Xplore/dynhome.jsp
author2 nasirayob@unimap.edu.my
author_facet nasirayob@unimap.edu.my
Mohd Muzafar, Ismail
Mohd Azlishah, Othman
Hamzah Asyrani, Sulaiman
Mohamad Harris, Misran
Ramlee, Rimashadira
Amar Faiz, Zainal Abidin
Nur Anis, Nordin
Mohd Nasir, Ayob
Farhaana, Yakop
Zakaria, M. I.
format Working Paper
author Mohd Muzafar, Ismail
Mohd Azlishah, Othman
Hamzah Asyrani, Sulaiman
Mohamad Harris, Misran
Ramlee, Rimashadira
Amar Faiz, Zainal Abidin
Nur Anis, Nordin
Mohd Nasir, Ayob
Farhaana, Yakop
Zakaria, M. I.
author_sort Mohd Muzafar, Ismail
title Firefly algorithm for path optimization in PCB holes drilling process
title_short Firefly algorithm for path optimization in PCB holes drilling process
title_full Firefly algorithm for path optimization in PCB holes drilling process
title_fullStr Firefly algorithm for path optimization in PCB holes drilling process
title_full_unstemmed Firefly algorithm for path optimization in PCB holes drilling process
title_sort firefly algorithm for path optimization in pcb holes drilling process
publisher IEEE Conference Publications
publishDate 2014
url http://dspace.unimap.edu.my:80/dspace/handle/123456789/35334
_version_ 1643797770429005824
score 13.222552

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