文章基本信息

标题：Sustainability Formation of Machine Cells in Group Technology Systems Using Modified Artificial Bee Colony Algorithm
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作者：Arunagiri, Adinarayanan ; Marimuthu, Uthayakumar ; Gopalakrishnan, Prabhakaran 等
期刊名称：Sustainability
印刷版ISSN：2071-1050
出版年度：2017
卷号：10
期号：1
页码：1-21
出版社：MDPI, Open Access Journal
摘要：The efficiency and sustainability of a cellular manufacturing system (CMS) in batch type manufacturing is highly valued. This is done using a systematic method of equipment into machine cells, and components into part families, based on the suitable similar criteria. The present work discusses the cell formation problem, with the objective of minimizing the cumulative cell load variation and cumulative intercellular moves. The quantity of parts, operation sequences, processing time, capacity of machines, and workload of machineries were considered as parameters. For the grouping of equipment, the modified artificial bee colony (MABC) algorithm is considered. The computational procedure of this approach is explained by using up to 40 machines and 100 part types. The result obtained from MABC is compared with the findings acquired from the genetic algorithm (GA) and ant colony system (ACS) in the literature.
关键词：cellular manufacturing system; sustainability; modified artificial bee colony algorithm; intercellular moves; cell load variation