Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review
Differential evolution (DE) is one of the highly acknowledged population-based optimization algorithms due to its simplicity, user-friendliness, resilience, and capacity to solve problems. DE has grown steadily since its beginnings due to its ability to solve various issues in academics and industry...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , , , |
| منشور في: |
2022
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| الوصول للمادة أونلاين: | https://depot.sorbonne.ae/handle/20.500.12458/1324 |
| الوسوم: |
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| _version_ | 1857415064859967488 |
|---|---|
| author | Chakraborty, Sanjoy |
| author2 | Saha, Apu Kumar Ezugwu, Absalom E. Agushaka, Jeffrey O. Abu Zitar, Raed Abualigah, Laith |
| author2_role | author author author author author |
| author_facet | Chakraborty, Sanjoy Saha, Apu Kumar Ezugwu, Absalom E. Agushaka, Jeffrey O. Abu Zitar, Raed Abualigah, Laith |
| author_role | author |
| dc.creator.none.fl_str_mv | Chakraborty, Sanjoy Saha, Apu Kumar Ezugwu, Absalom E. Agushaka, Jeffrey O. Abu Zitar, Raed Abualigah, Laith |
| dc.date.none.fl_str_mv | 2022-11-16T09:02:29Z 2022-11-16T09:02:29Z 2023 |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | 10.1007/s11831-022-09825-5 1134-3060 1886-1784 https://depot.sorbonne.ae/handle/20.500.12458/1324 10.1007/s11831-022-09825-5 |
| dc.language.none.fl_str_mv | en |
| dc.relation.none.fl_str_mv | Archives of Computational Methods in Engineering |
| dc.title.none.fl_str_mv | Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review |
| dc.type.none.fl_str_mv | Controlled Vocabulary for Resource Type Genres::text::periodical::journal::contribution to journal::journal article |
| description | Differential evolution (DE) is one of the highly acknowledged population-based optimization algorithms due to its simplicity, user-friendliness, resilience, and capacity to solve problems. DE has grown steadily since its beginnings due to its ability to solve various issues in academics and industry. Different mutation techniques and parameter choices influence DE's exploration and exploitation capabilities, motivating academics to continue working on DE. This survey aims to depict DE's recent developments concerning parameter adaptations, parameter settings and mutation strategies, hybridizations, and multiobjective variants in the last twelve years. It also summarizes the problems solved in image processing by DE and its variants. |
| id | sorbonner_9f9fc4f274a3b44b409017cf1e949efb |
| identifier_str_mv | 10.1007/s11831-022-09825-5 1134-3060 1886-1784 |
| language_invalid_str_mv | en |
| network_acronym_str | sorbonner |
| network_name_str | Sorbonne University Abu Dhabi repository |
| oai_identifier_str | oai:depot.sorbonne.ae:20.500.12458/1324 |
| publishDate | 2022 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive ReviewChakraborty, SanjoySaha, Apu KumarEzugwu, Absalom E.Agushaka, Jeffrey O.Abu Zitar, RaedAbualigah, LaithDifferential evolution (DE) is one of the highly acknowledged population-based optimization algorithms due to its simplicity, user-friendliness, resilience, and capacity to solve problems. DE has grown steadily since its beginnings due to its ability to solve various issues in academics and industry. Different mutation techniques and parameter choices influence DE's exploration and exploitation capabilities, motivating academics to continue working on DE. This survey aims to depict DE's recent developments concerning parameter adaptations, parameter settings and mutation strategies, hybridizations, and multiobjective variants in the last twelve years. It also summarizes the problems solved in image processing by DE and its variants.2022-11-16T09:02:29Z2022-11-16T09:02:29Z2023Controlled Vocabulary for Resource Type Genres::text::periodical::journal::contribution to journal::journal articleapplication/pdf10.1007/s11831-022-09825-51134-30601886-1784https://depot.sorbonne.ae/handle/20.500.12458/132410.1007/s11831-022-09825-5enArchives of Computational Methods in Engineeringoai:depot.sorbonne.ae:20.500.12458/13242023-03-06T07:49:17Z |
| spellingShingle | Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review Chakraborty, Sanjoy |
| title | Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review |
| title_full | Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review |
| title_fullStr | Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review |
| title_full_unstemmed | Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review |
| title_short | Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review |
| title_sort | Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review |
| url | https://depot.sorbonne.ae/handle/20.500.12458/1324 |