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Application of Genetic Algorithm for Egg Gender Determination

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dc.contributor.authorGokdag, Unsal
dc.contributor.authorCinar, Esra
dc.date.accessioned2026-06-27T14:11:23Z
dc.date.issued2018
dc.description.abstractEarly (Pre-hatch) gender classification of fertilized avian eggs is an important industrial and ethical problem as male chicks are manually identified and terminated after hatching in routine egg production pipeline. The chemical composition of male and female eggs are known to differentiate, yet there is no non-destructive method deployed. We propose to analyze the chemical combination of fertilized eggs by means of Raman spectroscopy. A genetic algorithm based classifier is trained and tested on a sample of 20 eggs. Preliminary results suggest the feasibility of the proposed method in industrial applications.en
dc.identifier.isbn978-1-5386-1501-0
dc.identifier.issn2165-0608
dc.identifier.urihttps://hdl.handle.net/20.500.14981/57738
dc.identifier.wos000511448500190
dc.language.isotur
dc.publisherIEEE
dc.relation.conference26th IEEE Signal Processing and Communications Applications Conference (SIU)
dc.relation.ispartof2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU)
dc.subjectChicken egg sex determination
dc.subjectRaman Spectroscopy
dc.subjectGenetic Algorithm
dc.subjectSEX
dc.subjectEngineering
dc.subjectTelecommunications
dc.titleApplication of Genetic Algorithm for Egg Gender Determination
dc.typeProceedings Paper
dspace.entity.typePublication
local.import.sourceWOS

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