Comparative implementation of the benchmark Dejong 5 function using flower pollination algorithm and the African buffalo optimization
This communication presents experimental research findings on the application of the flower pollination algorithm (FPA) and the African buffalo optimization (ABO) to implement the complex and fairly popular benchmark Dejong 5 function. The study aims to unravel the untapped potential of FPA and the...
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| Format: | Article |
| Language: | English |
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Current Science Association
2019
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| Online Access: | http://umpir.ump.edu.my/id/eprint/26850/ http://umpir.ump.edu.my/id/eprint/26850/1/Comparative%20implementation%20of%20the%20benchmark%20Dejong%205%20function.pdf |
| _version_ | 1848822638865022976 |
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| author | Odili, Julius Beneoluchi Noraziah, Ahmad |
| author_facet | Odili, Julius Beneoluchi Noraziah, Ahmad |
| author_sort | Odili, Julius Beneoluchi |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | This communication presents experimental research findings on the application of the flower pollination algorithm (FPA) and the African buffalo optimization (ABO) to implement the complex and fairly popular benchmark Dejong 5 function. The study aims to unravel the untapped potential of FPA and the ABO in providing good solutions to optimization problems. In addition, it explores the Dejong 5 function with the hope of attracting the attention of the research community to evaluate the capacity of the two comparative algorithms as well as the Dejong 5 function. We conclude from this study that in implementing FPA and ABO for solving the benchmark Dejong 5 problem, a population of 10 search agents and using 1000 iterations can produce effective and efficient outcomes. |
| first_indexed | 2025-11-15T02:44:26Z |
| format | Article |
| id | ump-26850 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:44:26Z |
| publishDate | 2019 |
| publisher | Current Science Association |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-268502020-03-10T08:14:11Z http://umpir.ump.edu.my/id/eprint/26850/ Comparative implementation of the benchmark Dejong 5 function using flower pollination algorithm and the African buffalo optimization Odili, Julius Beneoluchi Noraziah, Ahmad QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering This communication presents experimental research findings on the application of the flower pollination algorithm (FPA) and the African buffalo optimization (ABO) to implement the complex and fairly popular benchmark Dejong 5 function. The study aims to unravel the untapped potential of FPA and the ABO in providing good solutions to optimization problems. In addition, it explores the Dejong 5 function with the hope of attracting the attention of the research community to evaluate the capacity of the two comparative algorithms as well as the Dejong 5 function. We conclude from this study that in implementing FPA and ABO for solving the benchmark Dejong 5 problem, a population of 10 search agents and using 1000 iterations can produce effective and efficient outcomes. Current Science Association 2019-09-10 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/26850/1/Comparative%20implementation%20of%20the%20benchmark%20Dejong%205%20function.pdf Odili, Julius Beneoluchi and Noraziah, Ahmad (2019) Comparative implementation of the benchmark Dejong 5 function using flower pollination algorithm and the African buffalo optimization. Current Science, 117 (5). pp. 871-877. ISSN 0011-3891. (Published) https://doi.org/10.18520/cs/v117/i5/871-877 https://doi.org/10.18520/cs/v117/i5/871-877 |
| spellingShingle | QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering Odili, Julius Beneoluchi Noraziah, Ahmad Comparative implementation of the benchmark Dejong 5 function using flower pollination algorithm and the African buffalo optimization |
| title | Comparative implementation of the benchmark Dejong 5 function using flower pollination algorithm and the African buffalo optimization |
| title_full | Comparative implementation of the benchmark Dejong 5 function using flower pollination algorithm and the African buffalo optimization |
| title_fullStr | Comparative implementation of the benchmark Dejong 5 function using flower pollination algorithm and the African buffalo optimization |
| title_full_unstemmed | Comparative implementation of the benchmark Dejong 5 function using flower pollination algorithm and the African buffalo optimization |
| title_short | Comparative implementation of the benchmark Dejong 5 function using flower pollination algorithm and the African buffalo optimization |
| title_sort | comparative implementation of the benchmark dejong 5 function using flower pollination algorithm and the african buffalo optimization |
| topic | QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/26850/ http://umpir.ump.edu.my/id/eprint/26850/ http://umpir.ump.edu.my/id/eprint/26850/ http://umpir.ump.edu.my/id/eprint/26850/1/Comparative%20implementation%20of%20the%20benchmark%20Dejong%205%20function.pdf |