Designing the layout of single- and multiple-rows flexible manufacturing system by genetic algorithms

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@Article{ficko:2004:JMPT,

• author = "Mirko Ficko and Miran Brezocnik and Joze Balic",
• title = "Designing the layout of single- and multiple-rows flexible manufacturing system by genetic algorithms",
• journal = "Journal of Materials Processing Technology",
• year = "2004",
• volume = "157-158",
• pages = "150--158",
• month = "20 " # dec,
• keywords = "genetic algorithms, genetic programming, Flexible manufacturing systems (FMS), Optimisation, Facility layout",
• ISSN = "0924-0136",
• DOI = "doi:10.1016/j.jmatprotec.2004.09.012",
• abstract = "model of designing of the flexible manufacturing system (FMS) in one or multiple rows with genetic algorithms (GAs). First the reasons for studying the layout of devices in the FMS are discussed. After studying the properties of the FMS and perusing the methods of layout designing the genetic algorithms methods was selected as the most suitable method for designing the FMS. The genetic algorithm model, the most suitable way of coding the solutions into the organisms and the selected evolutionary and genetic operators are presented. In the model, the automated guided vehicles (AGVs) for transport between components of the FMS were used. In this connection, the most favourable number of rows and the sequence of devices in the individual row are established by means of genetic algorithms. In the end the test results of the application made and the analysis are discussed.",
• notes = "Special issue {"}Achievements in Mechanical and Materials Engineering Conference{"} Edited by L. A. Dobranski",

}

Genetic Programming entries for Mirko Ficko Miran Brezocnik Joze Balic

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