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)
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Abstract
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.
| Item Type: | Article |
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| Additional Information: | Indexed by WOS |
| Uncontrolled Keywords: | Benchmark; Comparative implementation; Iteration; Optimization algorithms; Search agents; Test functions |
| Subjects: | Q Science > QA Mathematics > QA76 Computer software T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Faculty/Division: | Centre of Excellence: IBM Centre of Excellence Faculty of Computer System And Software Engineering |
| Depositing User: | Mrs Norsaini Abdul Samat |
| Date Deposited: | 10 Mar 2020 08:14 |
| Last Modified: | 10 Mar 2020 08:14 |
| URI: | http://umpir.ump.edu.my/id/eprint/26850 |
| Download Statistic: | View Download Statistics |
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