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A firefly algorithm to solve the manufacturing cell design problem

dc.contributor.authorSoto R.
dc.contributor.authorCrawford B.
dc.contributor.authorLama J.
dc.contributor.authorParedes F.
dc.date.accessioned2020-09-02T22:28:41Z
dc.date.available2020-09-02T22:28:41Z
dc.date.issued2016
dc.identifier10.1007/978-3-319-33625-1_10
dc.identifier.citation464, , 103-114
dc.identifier.issn21945357
dc.identifier.urihttps://hdl.handle.net/20.500.12728/6307
dc.descriptionThe Manufacturing Cell Design Problem (MCDP) consists in creating an optimal design of production plants, through the creation of cells grouping machines that process parts of a given product. The goal is to reduce costs and increase productivity by minimizing movements and exchange of material between these cells. In this paper, we present a Firefly Algorithm (FA) to tackle this problem. The FA is a recent bio-inspired metaheuristic based on the mating behavior of fireflies that employ its flashing capabilities to communicate with each other or attract potential prey.We incorporate efficient transfer and discretization methods in order to suitable handle the binary domains of the problem. Interesting experimental results are illustrated where several global optimums are reached 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.subjectFirefly Algorithm
dc.subjectManufacturing Cell Design
dc.subjectMetaheuristics
dc.subjectOptimization
dc.subjectAlgorithms
dc.subjectArtificial intelligence
dc.subjectBioluminescence
dc.subjectCells
dc.subjectCytology
dc.subjectDesign
dc.subjectDiscrete event simulation
dc.subjectFire protection
dc.subjectFlexible manufacturing systems
dc.subjectIntelligent systems
dc.subjectManufacture
dc.subjectProduct design
dc.subjectDiscretization method
dc.subjectFirefly algorithms
dc.subjectGlobal optimum
dc.subjectMating behavior
dc.subjectMeta heuristics
dc.subjectMinimizing movements
dc.subjectOptimal design
dc.subjectProduction plant
dc.subjectOptimization
dc.titleA firefly algorithm to solve the manufacturing cell design problem
dc.typeConference Paper


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