Lion algorithm: Overview, modifications and applications
The increasing complexity of real-world problems motivated computer scientists and researchers to seek more efficient problem-solving strategies. Because of their ability to adapt to a wide range of conditions, Natural Inspired, Bio Inspired, Metaheuristics based on evolutionary computation, and Swa...
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| Format: | Article |
| Language: | English |
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Northern Negros State College of Science and Technology (NONESCOST)
2022-07-01
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| Series: | International Research Journal of Science, Technology, Education, and Management |
| Subjects: | |
| Online Access: | https://irjstem.com/wp-content/uploads/2022/08/IRJSTEM-Volume2_No2_Paper17.pdf |
| _version_ | 1811189355230789632 |
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| author | Saman M. Almufti |
| author_facet | Saman M. Almufti |
| author_sort | Saman M. Almufti |
| collection | DOAJ |
| description | The increasing complexity of real-world problems motivated computer scientists and researchers to seek more efficient problem-solving strategies. Because of their ability to adapt to a wide range of conditions, Natural Inspired, Bio Inspired, Metaheuristics based on evolutionary computation, and Swarm Intelligence algorithms have been widely used for solving complex, real-world optimization problems. This paper presents a swarm based algorithm that is based on the cooperative behaviors between Loin’s, it is called lion algorithm (LA) algorithm. This paper provides a review of these algorithms, with a particular emphasis on the Lion algorithm. Lion Algorithm is based on lions' unique social behavior, which makes them the world's strongest animal. Loin Algorithm, like Genetic Algorithm, includes generation, mutation, crossover, and so on. The lion's territorial defense and territorial takeover behavior distinguishes this algorithm from others. |
| first_indexed | 2024-04-11T14:33:33Z |
| format | Article |
| id | doaj.art-d7fda739dd74401e91b0d86ea777c9ae |
| institution | Directory Open Access Journal |
| issn | 2799-063X 2799-0648 |
| language | English |
| last_indexed | 2024-04-11T14:33:33Z |
| publishDate | 2022-07-01 |
| publisher | Northern Negros State College of Science and Technology (NONESCOST) |
| record_format | Article |
| series | International Research Journal of Science, Technology, Education, and Management |
| spelling | doaj.art-d7fda739dd74401e91b0d86ea777c9ae2022-12-22T04:18:26ZengNorthern Negros State College of Science and Technology (NONESCOST)International Research Journal of Science, Technology, Education, and Management2799-063X2799-06482022-07-012217618610.5281/zenodo.6973555Lion algorithm: Overview, modifications and applicationsSaman M. Almufti0Computer Science, Nawroz University, Kurdistan-Region, IraqThe increasing complexity of real-world problems motivated computer scientists and researchers to seek more efficient problem-solving strategies. Because of their ability to adapt to a wide range of conditions, Natural Inspired, Bio Inspired, Metaheuristics based on evolutionary computation, and Swarm Intelligence algorithms have been widely used for solving complex, real-world optimization problems. This paper presents a swarm based algorithm that is based on the cooperative behaviors between Loin’s, it is called lion algorithm (LA) algorithm. This paper provides a review of these algorithms, with a particular emphasis on the Lion algorithm. Lion Algorithm is based on lions' unique social behavior, which makes them the world's strongest animal. Loin Algorithm, like Genetic Algorithm, includes generation, mutation, crossover, and so on. The lion's territorial defense and territorial takeover behavior distinguishes this algorithm from others.https://irjstem.com/wp-content/uploads/2022/08/IRJSTEM-Volume2_No2_Paper17.pdfevolutionary algorithmlion algorithm (la)metaheuristicoptimizationswarm intelligent |
| spellingShingle | Saman M. Almufti Lion algorithm: Overview, modifications and applications International Research Journal of Science, Technology, Education, and Management evolutionary algorithm lion algorithm (la) metaheuristic optimization swarm intelligent |
| title | Lion algorithm: Overview, modifications and applications |
| title_full | Lion algorithm: Overview, modifications and applications |
| title_fullStr | Lion algorithm: Overview, modifications and applications |
| title_full_unstemmed | Lion algorithm: Overview, modifications and applications |
| title_short | Lion algorithm: Overview, modifications and applications |
| title_sort | lion algorithm overview modifications and applications |
| topic | evolutionary algorithm lion algorithm (la) metaheuristic optimization swarm intelligent |
| url | https://irjstem.com/wp-content/uploads/2022/08/IRJSTEM-Volume2_No2_Paper17.pdf |
| work_keys_str_mv | AT samanmalmufti lionalgorithmoverviewmodificationsandapplications |