Modifying fractal image compression technique by hybridation of crowding genetic algorithm and scattered method

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dc.authorid0000-0002-7255-5246en_US
dc.contributor.authorAl-Bundi, Shaimaa S.
dc.contributor.authorAL-Jubouri, Karrar Q.
dc.contributor.authorAl-Saidi, Nadia M. G.
dc.date.accessioned2024-07-12T20:47:14Z
dc.date.available2024-07-12T20:47:14Z
dc.date.issued2021en_US
dc.departmentFakülteler, İnsan ve Toplum Bilimleri Fakültesi, Matematik Bölümüen_US
dc.description.abstract: Fractal image coding is one of the active techniques for image compression. It always motivates for designing efficient algorithms to optimize the search space and reduce computation efforts, which is the main disadvantage of this technique. Hybridizing the metaheuristic methods has a vital interest in the optimization field. In this work, an intelligent search technique based on combining of crowding genetic and scattered search methods is proposed, in which the essential steps (generating a collection of diverse trial solutions, and the combined solutions method) in scattered search replaced by the two essential steps (the recombination and the mutation) in crowding method. Satisfactory results in reducing the computation cost of the fractal image compression technique are obtained.en_US
dc.identifier.citationAl-Bundi, S.S., AL-Jubouri, K. Q. ve Al-Saidi, N.M.G. (2021). Modifying fractal image compression technique by hybridation of crowding genetic algorithm and scattered method. Fourth International Conference of Mathematical Sciences, Maltepe Üniversitesi. s. 1-4.en_US
dc.identifier.endpage4en_US
dc.identifier.isbn978-0-7354-4078-4
dc.identifier.startpage1en_US
dc.identifier.urihttps://aip.scitation.org/doi/10.1063/5.0042305
dc.identifier.urihttps://hdl.handle.net/20.500.12415/1958
dc.language.isoenen_US
dc.publisherMaltepe Üniversitesien_US
dc.relation.ispartofFourth International Conference of Mathematical Sciencesen_US
dc.relation.isversionof10.1063/5.0042305en_US
dc.relation.publicationcategoryUluslararası Konferans Öğesi - Başka Kurum Yazarıen_US
dc.rightsCC0 1.0 Universal*
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rights.urihttp://creativecommons.org/publicdomain/zero/1.0/*
dc.snmzKY07378
dc.subjectIterated Function System (IFS)en_US
dc.subjectFractal Image Compression (FIC)en_US
dc.subjectGenetic Algorithm (GA)en_US
dc.subjectCrowding Method (CM)en_US
dc.subjectScatter Search Algorithm (SSA)en_US
dc.titleModifying fractal image compression technique by hybridation of crowding genetic algorithm and scattered methoden_US
dc.typeConference Object
dspace.entity.typePublication

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