Investigation of The Effect of Feeding Period in Honey Bee Algorithm

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Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Volume:26 Issue:6
Investigation of The Effect of Feeding Period in Honey Bee Algorithm

Investigation of The Effect of Feeding Period in Honey Bee Algorithm

Authors : Mustafa KAYA

Pages : 1071-1083

Doi:10.16984/saufenbilder.1031673

View : 30 | Download : 12

Publication Date : 2022-12-31

Article Type : Research Paper

Abstract :In the study, it was investigated the ejaculation ability and semen quality of drones, according to feeding with pollen in different periods. In the first step of the study, 16 %, 32 %, 47 %, 63 %, 79 %, and 100 % feeding periods were applied to the drones, for investigating the effect on ejaculation ability, and the semen quality of drones was investigated. While investigating these feeding period effects “0-1”, bonded, and unbounded knapsack optimization problems were used. After the most effective feeding period was determined, this period was applied to the traveling salesman and liquid storage tank problems in the second step of the study. In the analysis of the traveling salesman problem, it was determined the shortest way between two cities. Analysis of the liquid storage tank problem, it was determined the minimum connector areas. As a result, the analysis results showed that the performance of the artificial bee colony algorithm is very good while solving too complex engineering optimization problems.
Keywords : Bee colony algorithm, feding period effect, knapsack problems

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