Route planning analysis in holes drilling process using magnetic optimization algorithm for electronic manufacturing sector
Link to publisher's homepage at http://www.idosi.org/
Saved in:
| Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , |
|---|---|
| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
IDOSI Publications
2014
|
| Subjects: | |
| Online Access: | http://dspace.unimap.edu.my:80/dspace/handle/123456789/36155 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| id |
my.unimap-36155 |
|---|---|
| record_format |
dspace |
| spelling |
my.unimap-361552014-07-10T07:53:08Z Route planning analysis in holes drilling process using magnetic optimization algorithm for electronic manufacturing sector Mohd Muzafar, Ismail Mohd Azlishah, Othman Hamzah Asyrani, Sulaiman Maizatul Alice, Meor Said Mohd Harris, Misran Ridza Azri, Ramlee Mohan, Sinnappa Zahriladha, Zakaria Badrul Hisham, Ahmad Mohamad Zoinol Abidin, Abd Aziz Khairuddin, Osman Siti Fatimah, Sulaiman Hazriq Izzuan, Jaafar Kamaruzaman, Jusoff Nur Anis, Nordin Mohd Hafiz, Othman Muhammad Salihin, Saeala Asrul, Adam Hafizah, Amer Amar Faiz, Zainal Abidin Nurul Syahirah, Khalid Masturah, Tunnur Masmaria, Abdul Majid Shadia, Suhaimi azlishah@utem.edu.my Magnetic Optimization Algorithm Swarm intelligence Route planning Holes drilling process Computational intelligence Link to publisher's homepage at http://www.idosi.org/ Electronic manufacturing sector uses computer numerical controlled machines for drilling holes. Most of the computer numerical controlled machines used nearest neighbour algorithm to plan the route for the drill bit to travel. Based on this motivation, this paper proposes an approach which is based on the experimentation of Magnetic Optimization Algorithm. In this implementation, each magnetic agent or particle in Magnetic Optimization Algorithm represents a candidate solution of the problem. The magnitude of the magnetic force between these particles is inversely proportional to the distance calculated by the solution they represented. Particles with greater magnetic force will attract other particles with relatively smaller magnetic force, towards it. The process is repeated until the stopping condition meets and the solution with lowest distance is taken as the best-found solution. Result obtained from the case study shows that the proposed approach managed to find the optimal solution. With this method, electronics manufacturing sector can optimize the drilling process hence will increase the productivity of the manufacturer. This study can be extended further by tuning the parameters of MOA in order to enhance the drilling route process. 2014-07-10T07:53:08Z 2014-07-10T07:53:08Z 2013 Article World Applied Sciences Journal, vol.21 (21)(Special Issue of Engineering and Technology), 2013, pages 91-97 1818-4952 http://dspace.unimap.edu.my:80/dspace/handle/123456789/36155 http://www.idosi.org/wasj/wasj21%28et%2913/12.pdf en IDOSI 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 |
Magnetic Optimization Algorithm Swarm intelligence Route planning Holes drilling process Computational intelligence |
| spellingShingle |
Magnetic Optimization Algorithm Swarm intelligence Route planning Holes drilling process Computational intelligence Mohd Muzafar, Ismail Mohd Azlishah, Othman Hamzah Asyrani, Sulaiman Maizatul Alice, Meor Said Mohd Harris, Misran Ridza Azri, Ramlee Mohan, Sinnappa Zahriladha, Zakaria Badrul Hisham, Ahmad Mohamad Zoinol Abidin, Abd Aziz Khairuddin, Osman Siti Fatimah, Sulaiman Hazriq Izzuan, Jaafar Kamaruzaman, Jusoff Nur Anis, Nordin Mohd Hafiz, Othman Muhammad Salihin, Saeala Asrul, Adam Hafizah, Amer Amar Faiz, Zainal Abidin Nurul Syahirah, Khalid Masturah, Tunnur Masmaria, Abdul Majid Shadia, Suhaimi Route planning analysis in holes drilling process using magnetic optimization algorithm for electronic manufacturing sector |
| description |
Link to publisher's homepage at http://www.idosi.org/ |
| author2 |
azlishah@utem.edu.my |
| author_facet |
azlishah@utem.edu.my Mohd Muzafar, Ismail Mohd Azlishah, Othman Hamzah Asyrani, Sulaiman Maizatul Alice, Meor Said Mohd Harris, Misran Ridza Azri, Ramlee Mohan, Sinnappa Zahriladha, Zakaria Badrul Hisham, Ahmad Mohamad Zoinol Abidin, Abd Aziz Khairuddin, Osman Siti Fatimah, Sulaiman Hazriq Izzuan, Jaafar Kamaruzaman, Jusoff Nur Anis, Nordin Mohd Hafiz, Othman Muhammad Salihin, Saeala Asrul, Adam Hafizah, Amer Amar Faiz, Zainal Abidin Nurul Syahirah, Khalid Masturah, Tunnur Masmaria, Abdul Majid Shadia, Suhaimi |
| format |
Article |
| author |
Mohd Muzafar, Ismail Mohd Azlishah, Othman Hamzah Asyrani, Sulaiman Maizatul Alice, Meor Said Mohd Harris, Misran Ridza Azri, Ramlee Mohan, Sinnappa Zahriladha, Zakaria Badrul Hisham, Ahmad Mohamad Zoinol Abidin, Abd Aziz Khairuddin, Osman Siti Fatimah, Sulaiman Hazriq Izzuan, Jaafar Kamaruzaman, Jusoff Nur Anis, Nordin Mohd Hafiz, Othman Muhammad Salihin, Saeala Asrul, Adam Hafizah, Amer Amar Faiz, Zainal Abidin Nurul Syahirah, Khalid Masturah, Tunnur Masmaria, Abdul Majid Shadia, Suhaimi |
| author_sort |
Mohd Muzafar, Ismail |
| title |
Route planning analysis in holes drilling process using magnetic optimization algorithm for electronic manufacturing sector |
| title_short |
Route planning analysis in holes drilling process using magnetic optimization algorithm for electronic manufacturing sector |
| title_full |
Route planning analysis in holes drilling process using magnetic optimization algorithm for electronic manufacturing sector |
| title_fullStr |
Route planning analysis in holes drilling process using magnetic optimization algorithm for electronic manufacturing sector |
| title_full_unstemmed |
Route planning analysis in holes drilling process using magnetic optimization algorithm for electronic manufacturing sector |
| title_sort |
route planning analysis in holes drilling process using magnetic optimization algorithm for electronic manufacturing sector |
| publisher |
IDOSI Publications |
| publishDate |
2014 |
| url |
http://dspace.unimap.edu.my:80/dspace/handle/123456789/36155 |
| _version_ |
1643798028973244416 |
| score |
13.214268 |