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Solving the manufacturing cell design problem via invasiveweed optimization

dc.contributor.authorSoto R.
dc.contributor.authorCrawford B.
dc.contributor.authorCastillo C.
dc.contributor.authorParedes F.
dc.date.accessioned2020-09-02T22:28:39Z
dc.date.available2020-09-02T22:28:39Z
dc.date.issued2016
dc.identifier10.1007/978-3-319-33625-1_11
dc.identifier.citation464, , 115-126
dc.identifier.issn21945357
dc.identifier.urihttps://hdl.handle.net/20.500.12728/6292
dc.descriptionManufacturing plants are commonly organized in cells containing machines that process different parts of a given product. The Manufacturing Cell Design Problem (MCDP) aims at efficiently organizing the machines into cells in order to increase productivity by minimizing the inter-cell moves of parts. In this paper, we present a new approach based on Invasive Weed Optimization (IWO) for solving such a problem. The IWO algorithm is a recent metaheuristic inspired on the colonization behavior of the invasive weeds in agriculture. IWO represents the solutions as weeds that grow and produce seeds to be randomly dispersed over the search area. We additionally incorporate a binary neighbor operator in order to efficiently handle the binary nature of the problem. The experimental results demonstrate the efficiency of the proposed approach which is able to reach several global optimums for a set of 90 well-known MCDP instances. © Springer International Publishing Switzerland 2016.
dc.language.isoen
dc.publisherSpringer Verlag
dc.sourceSilhavy R.Senkerik R.Oplatkova Z.K.Silhavy P.Prokopova Z.
dc.subjectInvasive Weed Optimization
dc.subjectManufacturing Cell Design
dc.subjectMetaheuristics
dc.subjectOptimization
dc.subjectArtificial intelligence
dc.subjectBins
dc.subjectCells
dc.subjectCellular manufacturing
dc.subjectCytology
dc.subjectFlexible manufacturing systems
dc.subjectIntelligent systems
dc.subjectManufacture
dc.subjectOptimization
dc.subjectGlobal optimum
dc.subjectInter-cell moves
dc.subjectInvasive weed
dc.subjectInvasive weed optimization
dc.subjectManufacturing plant
dc.subjectMeta heuristics
dc.subjectMetaheuristic
dc.subjectNew approaches
dc.subjectProblem solving
dc.titleSolving the manufacturing cell design problem via invasiveweed optimization
dc.typeConference Paper


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