Comparative implementation of the benchmark Dejong 5 function using flower pollination algorithm and the African buffalo optimization

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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Main Authors: Odili, Julius Beneoluchi, Noraziah, Ahmad
Format: Article
Language:English
Published: Current Science Association 2019
Subjects:
QA76 Computer software
TK Electrical engineering. Electronics Nuclear engineering
Online Access: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
id ump-26850
recordtype eprints
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 https://doi.org/10.18520/cs/v117/i5/871-877 https://doi.org/10.18520/cs/v117/i5/871-877
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic QA76 Computer software
TK Electrical engineering. Electronics Nuclear engineering
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
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.
format Article
author Odili, Julius Beneoluchi
Noraziah, Ahmad
author_facet Odili, Julius Beneoluchi
Noraziah, Ahmad
author_sort Odili, Julius Beneoluchi
title 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_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_sort comparative implementation of the benchmark dejong 5 function using flower pollination algorithm and the african buffalo optimization
publisher Current Science Association
publishDate 2019
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
first_indexed 2023-09-18T22:42:04Z
last_indexed 2023-09-18T22:42:04Z
_version_ 1777416980792344576

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