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BOSA: Binary Orientation Search Algorithm

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Názov: BOSA: Binary Orientation Search Algorithm
Zdroj: International Journal of Innovative Technology and Exploring Engineering. 9:5306-5310
Informácie o vydavateľovi: Blue Eyes Intelligence Engineering and Sciences Engineering and Sciences Publication - BEIESP, 2019.
Rok vydania: 2019
Predmety: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology
Popis: Optimization algorithms have many applications in solve the optimization problems in various sciences. The Orientation Search Algorithm (OSA) is an optimizer that is simulated the rules of a game called orientation game. In OSA searcher agent are players of orientation game that moves on the playground depending on the direction of the referee. in this study, binary model of OSA which called Binary Orientation Search Algorithm (BOSA) is proposed. BOSA and eight other algorithms (BGA, BPSO, BGSA, BGOA, BBA, BMOA, and BDA) are tested on twenty-three Benchmark test function. Proposed BOSA has a high ability to solve optimization problems compared to other algorithms according to the evaluation results.
Druh dokumentu: Article
Jazyk: English
ISSN: 2278-3075
DOI: 10.35940/ijitee.a4215.119119
Prístupové číslo: edsair.doi...........3b98c62b6e9eec57fee29a254f7a29a8
Databáza: OpenAIRE
Popis
Abstrakt:Optimization algorithms have many applications in solve the optimization problems in various sciences. The Orientation Search Algorithm (OSA) is an optimizer that is simulated the rules of a game called orientation game. In OSA searcher agent are players of orientation game that moves on the playground depending on the direction of the referee. in this study, binary model of OSA which called Binary Orientation Search Algorithm (BOSA) is proposed. BOSA and eight other algorithms (BGA, BPSO, BGSA, BGOA, BBA, BMOA, and BDA) are tested on twenty-three Benchmark test function. Proposed BOSA has a high ability to solve optimization problems compared to other algorithms according to the evaluation results.
ISSN:22783075
DOI:10.35940/ijitee.a4215.119119