Modified Fruit Fly Optimization Algorithm for Analysis of Large Antenna Array
This research paper deals with the optimization of a large antenna array for maximum directivity using a modified fruit fly optimization algorithm (MFOA) with random search of two groups of swarm and adaptive fruit fly swarm population size. The MFOA is utilized to determine three nonlinear mathemat...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2015-01-01
|
| Series: | International Journal of Antennas and Propagation |
| Online Access: | http://dx.doi.org/10.1155/2015/124675 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849410728415461376 |
|---|---|
| author | Nattaset Mhudtongon Chuwong Phongcharoenpanich Supakit Kawdungta |
| author_facet | Nattaset Mhudtongon Chuwong Phongcharoenpanich Supakit Kawdungta |
| author_sort | Nattaset Mhudtongon |
| collection | DOAJ |
| description | This research paper deals with the optimization of a large antenna array for maximum directivity using a modified fruit fly optimization algorithm (MFOA) with random search of two groups of swarm and adaptive fruit fly swarm population size. The MFOA is utilized to determine three nonlinear mathematical test functions, analysis of the optimal number of elements and optimal element spacing of the large antenna array, and analysis of nonuniform amplitude of antenna array. The numerical results demonstrate that the MFOA is effective in solving all test function and electromagnetic problems. The advantages of the proposed algorithm are ease of implementation, large search range, less processing time, and reduced memory requirement. |
| format | Article |
| id | doaj-art-5af8f8e4bbea4836b91af6a5dc04554e |
| institution | Kabale University |
| issn | 1687-5869 1687-5877 |
| language | English |
| publishDate | 2015-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Antennas and Propagation |
| spelling | doaj-art-5af8f8e4bbea4836b91af6a5dc04554e2025-08-20T03:35:00ZengWileyInternational Journal of Antennas and Propagation1687-58691687-58772015-01-01201510.1155/2015/124675124675Modified Fruit Fly Optimization Algorithm for Analysis of Large Antenna ArrayNattaset Mhudtongon0Chuwong Phongcharoenpanich1Supakit Kawdungta2Faculty of Engineering, King Mongkut’s Institute of Technology Ladkrabang, 1 Chalongkrung Road, Ladkrabang, Bangkok 10520, ThailandFaculty of Engineering, King Mongkut’s Institute of Technology Ladkrabang, 1 Chalongkrung Road, Ladkrabang, Bangkok 10520, ThailandFaculty of Engineering, Rajamangala University of Technology Lanna, 128 Huay Kaew Road, Muang, Chiangmai 50300, ThailandThis research paper deals with the optimization of a large antenna array for maximum directivity using a modified fruit fly optimization algorithm (MFOA) with random search of two groups of swarm and adaptive fruit fly swarm population size. The MFOA is utilized to determine three nonlinear mathematical test functions, analysis of the optimal number of elements and optimal element spacing of the large antenna array, and analysis of nonuniform amplitude of antenna array. The numerical results demonstrate that the MFOA is effective in solving all test function and electromagnetic problems. The advantages of the proposed algorithm are ease of implementation, large search range, less processing time, and reduced memory requirement.http://dx.doi.org/10.1155/2015/124675 |
| spellingShingle | Nattaset Mhudtongon Chuwong Phongcharoenpanich Supakit Kawdungta Modified Fruit Fly Optimization Algorithm for Analysis of Large Antenna Array International Journal of Antennas and Propagation |
| title | Modified Fruit Fly Optimization Algorithm for Analysis of Large Antenna Array |
| title_full | Modified Fruit Fly Optimization Algorithm for Analysis of Large Antenna Array |
| title_fullStr | Modified Fruit Fly Optimization Algorithm for Analysis of Large Antenna Array |
| title_full_unstemmed | Modified Fruit Fly Optimization Algorithm for Analysis of Large Antenna Array |
| title_short | Modified Fruit Fly Optimization Algorithm for Analysis of Large Antenna Array |
| title_sort | modified fruit fly optimization algorithm for analysis of large antenna array |
| url | http://dx.doi.org/10.1155/2015/124675 |
| work_keys_str_mv | AT nattasetmhudtongon modifiedfruitflyoptimizationalgorithmforanalysisoflargeantennaarray AT chuwongphongcharoenpanich modifiedfruitflyoptimizationalgorithmforanalysisoflargeantennaarray AT supakitkawdungta modifiedfruitflyoptimizationalgorithmforanalysisoflargeantennaarray |