dc.contributor.author | Özcan, Tuncay | |
dc.contributor.author | Esnaf, Sakir | |
dc.date.accessioned | 2021-03-04T18:31:57Z | |
dc.date.available | 2021-03-04T18:31:57Z | |
dc.date.issued | 2013 | |
dc.identifier.citation | Özcan T., Esnaf S., "A Discrete Constrained Optimization Using Genetic Algorithms for A Bookstore Layout", INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, cilt.6, ss.261-278, 2013 | |
dc.identifier.issn | 1875-6891 | |
dc.identifier.other | av_8b384f07-285e-4682-b270-b817dff92ab1 | |
dc.identifier.other | vv_1032021 | |
dc.identifier.uri | http://hdl.handle.net/20.500.12627/94273 | |
dc.identifier.uri | https://doi.org/10.1080/18756891.2013.768447 | |
dc.description.abstract | In retail industry, one of the most important decisions of shelf space management is the shelf location decision for products and product categories to be displayed in-store. The shelf location that products are displayed has a significant impact on product sales. At the same time, displaying complementary products close to each other increases the possibility of cross-selling of products. In this study, firstly, for a bookstore retailer, a mathematical model is developed based on association rule mining for store layout problem which includes the determination of the position of products and product categories which are displayed in-store shelves. Then, because of the NP-hard nature of the developed model, an original heuristic approach is developed based on genetic algorithms for solving large-scale real-life problems. In order to compare the performance of the genetic algorithm based heuristic with other methods, another heuristic approach based on tabu search and a simple heuristic that is commonly used by retailers are proposed. Finally, the effectiveness and applicability of the developed approaches are illustrated with numerical examples and a case study with data taken from a bookstore. | |
dc.language.iso | eng | |
dc.subject | Bilgisayar Bilimleri | |
dc.subject | Mühendislik ve Teknoloji | |
dc.subject | Algoritmalar | |
dc.subject | Bilgisayar Grafiği | |
dc.subject | BİLGİSAYAR BİLİMİ, İNTERDİSİPLİNER UYGULAMALAR | |
dc.subject | Mühendislik, Bilişim ve Teknoloji (ENG) | |
dc.subject | Bilgisayar Bilimi | |
dc.subject | BİLGİSAYAR BİLİMİ, YAPAY ZEKA | |
dc.title | A Discrete Constrained Optimization Using Genetic Algorithms for A Bookstore Layout | |
dc.type | Makale | |
dc.relation.journal | INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS | |
dc.contributor.department | İstanbul Üniversitesi , Mühendislik Fakültesi , Endüstri Mühendisliği | |
dc.identifier.volume | 6 | |
dc.identifier.issue | 2 | |
dc.identifier.startpage | 261 | |
dc.identifier.endpage | 278 | |
dc.contributor.firstauthorID | 40211 | |