Vector Evaluated Gravitational Search Algorithm Assisted by Non-dominated Solutions in Solving Multiobjective Optimization Problems
Previously, non-dominated solutions have been employed to improve the performance of particle swarm optimization (PSO). In this paper, we re-implement the same concept to gravitational search algorithm (GSA). The performance is investigated by solving a set of ZDT test problem. An analysis also is p...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Conference or Workshop Item |
| Language: | en |
| Published: |
Universiti Malaysia Pahang
2016
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/15520/1/P128%20pg961-966.pdf http://umpir.ump.edu.my/id/eprint/15520/ http://ee.ump.edu.my/ncon/wp-content/uploads/2016/10/Proceeding-NCON-PGR-2016.zip |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1831524225738866688 |
|---|---|
| author | Badaruddin, Muhammad Khairul Hamimah, Abas Mohd Riduwan, Ghazali |
| author_facet | Badaruddin, Muhammad Khairul Hamimah, Abas Mohd Riduwan, Ghazali |
| author_sort | Badaruddin, Muhammad |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | Previously, non-dominated solutions have been employed to improve the performance of particle swarm optimization (PSO). In this paper, we re-implement the same concept to gravitational search algorithm (GSA). The performance is investigated by solving a set of ZDT test problem. An analysis also is performed by varying the value of initial gravitational constant. |
| format | Conference or Workshop Item |
| id | my.ump.umpir.15520 |
| institution | Universiti Malaysia Pahang |
| language | en |
| publishDate | 2016 |
| publisher | Universiti Malaysia Pahang |
| record_format | eprints |
| spelling | my.ump.umpir.155202017-08-23T02:13:48Z http://umpir.ump.edu.my/id/eprint/15520/ Vector Evaluated Gravitational Search Algorithm Assisted by Non-dominated Solutions in Solving Multiobjective Optimization Problems Badaruddin, Muhammad Khairul Hamimah, Abas Mohd Riduwan, Ghazali TK Electrical engineering. Electronics Nuclear engineering Previously, non-dominated solutions have been employed to improve the performance of particle swarm optimization (PSO). In this paper, we re-implement the same concept to gravitational search algorithm (GSA). The performance is investigated by solving a set of ZDT test problem. An analysis also is performed by varying the value of initial gravitational constant. Universiti Malaysia Pahang 2016 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/15520/1/P128%20pg961-966.pdf Badaruddin, Muhammad and Khairul Hamimah, Abas and Mohd Riduwan, Ghazali (2016) Vector Evaluated Gravitational Search Algorithm Assisted by Non-dominated Solutions in Solving Multiobjective Optimization Problems. In: Proceedings of The National Conference for Postgraduate Research (NCON-PGR 2016) , 24-25 September 2016 , Universiti Malaysia Pahang (UMP), Pekan, Pahang. pp. 961-966.. (Published) http://ee.ump.edu.my/ncon/wp-content/uploads/2016/10/Proceeding-NCON-PGR-2016.zip |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Badaruddin, Muhammad Khairul Hamimah, Abas Mohd Riduwan, Ghazali Vector Evaluated Gravitational Search Algorithm Assisted by Non-dominated Solutions in Solving Multiobjective Optimization Problems |
| title | Vector Evaluated Gravitational Search Algorithm Assisted by Non-dominated Solutions in Solving Multiobjective Optimization Problems |
| title_full | Vector Evaluated Gravitational Search Algorithm Assisted by Non-dominated Solutions in Solving Multiobjective Optimization Problems |
| title_fullStr | Vector Evaluated Gravitational Search Algorithm Assisted by Non-dominated Solutions in Solving Multiobjective Optimization Problems |
| title_full_unstemmed | Vector Evaluated Gravitational Search Algorithm Assisted by Non-dominated Solutions in Solving Multiobjective Optimization Problems |
| title_short | Vector Evaluated Gravitational Search Algorithm Assisted by Non-dominated Solutions in Solving Multiobjective Optimization Problems |
| title_sort | vector evaluated gravitational search algorithm assisted by non-dominated solutions in solving multiobjective optimization problems |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/15520/1/P128%20pg961-966.pdf http://umpir.ump.edu.my/id/eprint/15520/ http://ee.ump.edu.my/ncon/wp-content/uploads/2016/10/Proceeding-NCON-PGR-2016.zip |
| url_provider | http://umpir.ump.edu.my/ |