Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.13091/6236
Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Baş, Emine | en_US |
dc.date.accessioned | 2024-09-18T07:33:08Z | - |
dc.date.available | 2024-09-18T07:33:08Z | - |
dc.date.issued | 2023 | en_US |
dc.identifier.uri | https://hdl.handle.net/20.500.13091/6236 | - |
dc.description.abstract | This paper examines a new optimization algorithm called Fox optimizer (FOX), which mimics the foraging behavior of foxes while hunting in nature. When the literature is examined, it is seen that there is no version of FOX that solves binary optimization problems. In this study, continuous search space is converted to binary search space by U-shaped transfer functions and BinFOX is proposed. There are four U-shaped transfer functions in the literature. Based on these transfer functions, four BinFOX variants are derived (BinFOX1, BinFOX2, BinFOX3, and BinFOX4). With BinFOX variants, 25 well-known 0-1knapsack problems in the literature have been solved and their success has been demonstrated. The best, worst, mean, standard deviation, time, and gap values of each variant were calculated. According to the results, the most successful BinFOX variant was determined. The success of BinFOX with U-shaped transfer functions was demonstrated for the first time in this study. | en_US |
dc.language.iso | en | en_US |
dc.rights | info:eu-repo/semantics/openAccess | en_US |
dc.subject | Fox | en_US |
dc.subject | U-shaped transfer functions | en_US |
dc.subject | BinFOX | en_US |
dc.title | Binary Fox Optimization Algorithm Based U-Shaped Transfer Functions for Knapsack Problems | en_US |
dc.type | Conference Object | en_US |
dc.relation.conference | TOKYO SUMMIT – VII TOKYO 7TH INTERNATIONAL INNOVATIVE STUDIES & CONTEMPORARY SCIENTIFIC RESEARCH CONGRESS April 21-23, 2023 / Tokyo - Japan | en_US |
dc.relation.publication | TOKYO 7TH INTERNATIONAL INNOVATIVE STUDIES & CONTEMPORARY SCIENTIFIC RESEARCH CONGRESS | en_US |
dc.contributor.affiliation | Fakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Yazılım Mühendisliği Bölümü | en_US |
dc.relation.isbn | 978-625-367-064-1 | en_US |
dc.description.startpage | 168 | en_US |
dc.description.endpage | 177 | en_US |
dc.department | Fakülteler, Mühendislik ve Doğa Bilimleri Fakültesi, Yazılım Mühendisliği Bölümü | en_US |
dc.authorid | 0000-0003-4322-6010 | en_US |
dc.institutionauthor | Baş, Emine | en_US |
dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.languageiso639-1 | en | - |
item.openairetype | Conference Object | - |
item.fulltext | With Fulltext | - |
item.grantfulltext | open | - |
item.cerifentitytype | Publications | - |
crisitem.author.dept | 02.13. Department of Software Engineering | - |
Appears in Collections: | Mühendislik ve Doğa Bilimleri Fakültesi Koleksiyonu |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
614b1f_93069302b6b942078dd015401a9d82fb.pdf | 2.23 MB | Adobe PDF | View/Open |
CORE Recommender
Items in GCRIS Repository are protected by copyright, with all rights reserved, unless otherwise indicated.