Cooperative Designing of Machine Layout Using Teaching Learning Based Optimisation and Its Modifications

Autor:	Pupong Pongcharoen, Srisatja Vitayasak
Rok vydání:	2020
Předmět:	Page layout Computer science Genetic algorithm Production (economics) Variation (game tree) Benchmarking computer.software_genre Relocation Teaching learning computer Industrial engineering Term (time)
Zdroj:	Lecture Notes in Computer Science ISBN: 9783030608156 CDVE
DOI:	10.1007/978-3-030-60816-3_16
Popis:	A variation of customer demand over time periods has resulted in production layout’s efficiency especially in term of material handling cost. Machine re-location approach can help to maintain the flow distances but the costs related to the machine movement may be imposed. Cooperative redesigning of machine layouts between time periods was proposed to minimise both material handling and relocation costs. In this work, Teaching-Learning-Based Optimisation (TLBO) and its modifications were applied to solve non-identical machine layout redesign (MLRD) problem in multi-period multi-row configuration with demand uncertainty scenario. The computational experiments were carried out using eleven benchmarking datasets. The performance of the proposed methods was compared with the conventional Genetic Algorithm, Backtracking Search Algorithm. The effect of relocation cost on the layout design approach was also investigated.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::1dd4106db0fd71f2466e66ba36d00f15 https://doi.org/10.1007/978-3-030-60816-3_16 Zobrazit plný text záznamu